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.ZF0dQe{color:#fff}.QrLblb-h0T7hb{--gm3-text-field-outlined-caret-color:var(--gm3-autocomplete-outlined-text-field-caret-color,var(--gm3-sys-color-primary,#0b57d0));--gm3-text-field-outlined-disabled-input-text-color:var(--gm3-autocomplete-outlined-text-field-disabled-input-text-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.38));--gm3-text-field-outlined-disabled-input-text-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-input-text-opacity,0.38);--gm3-text-field-outlined-disabled-label-text-color:var(--gm3-autocomplete-outlined-text-field-disabled-label-text-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.38));--gm3-text-field-outlined-disabled-label-text-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-label-text-opacity,0.38);--gm3-text-field-outlined-disabled-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-disabled-leading-icon-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.38));--gm3-text-field-outlined-disabled-leading-icon-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-leading-icon-opacity,0.38);--gm3-text-field-outlined-disabled-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-disabled-supporting-text-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.38));--gm3-text-field-outlined-disabled-supporting-text-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-supporting-text-opacity,0.38);--gm3-text-field-outlined-disabled-trailing-icon-color:var(--gm3-autocomplete-outlined-text-field-disabled-trailing-icon-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.38));--gm3-text-field-outlined-disabled-trailing-icon-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-trailing-icon-opacity,0.38);--gm3-text-field-outlined-error-focus-caret-color:var(--gm3-autocomplete-outlined-text-field-error-focus-caret-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-focus-input-text-color:var(--gm3-autocomplete-outlined-text-field-error-focus-input-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-text-field-outlined-error-focus-label-text-color:var(--gm3-autocomplete-outlined-text-field-error-focus-label-text-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-focus-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-error-focus-leading-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-error-focus-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-error-focus-supporting-text-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-focus-trailing-icon-color:var(--gm3-autocomplete-outlined-text-field-error-focus-trailing-icon-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-hover-input-text-color:var(--gm3-autocomplete-outlined-text-field-error-hover-input-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-text-field-outlined-error-hover-label-text-color:var(--gm3-autocomplete-outlined-text-field-error-hover-label-text-color,var(--gm3-sys-color-on-error-container,#410e0b));--gm3-text-field-outlined-error-hover-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-error-hover-leading-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-error-hover-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-error-hover-supporting-text-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-hover-trailing-icon-color:var(--gm3-autocomplete-outlined-text-field-error-hover-trailing-icon-color,var(--gm3-sys-color-on-error-container,#410e0b));--gm3-text-field-outlined-error-input-text-color:var(--gm3-autocomplete-outlined-text-field-error-input-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-text-field-outlined-error-label-text-color:var(--gm3-autocomplete-outlined-text-field-error-label-text-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-error-leading-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-error-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-error-supporting-text-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-trailing-icon-color:var(--gm3-autocomplete-outlined-text-field-error-trailing-icon-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-focus-input-text-color:var(--gm3-autocomplete-outlined-text-field-focus-input-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-text-field-outlined-focus-label-text-color:var(--gm3-autocomplete-outlined-text-field-focus-label-text-color,var(--gm3-sys-color-primary,#0b57d0));--gm3-text-field-outlined-focus-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-focus-leading-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-focus-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-foc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Sans Text");--gm3-text-field-outlined-input-text-line-height:var(--gm3-autocomplete-outlined-text-field-input-text-line-height,1.5rem);--gm3-text-field-outlined-input-text-size:var(--gm3-autocomplete-outlined-text-field-input-text-size,1rem);--gm3-text-field-outlined-input-text-tracking:var(--gm3-autocomplete-outlined-text-field-input-text-tracking,0rem);--gm3-text-field-outlined-input-text-weight:var(--gm3-autocomplete-outlined-text-field-input-text-weight,400);--gm3-text-field-outlined-label-text-color:var(--gm3-autocomplete-outlined-text-field-label-text-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-label-text-font:var(--gm3-autocomplete-outlined-text-field-label-text-font,"Google Sans Text");--gm3-text-field-outlined-label-text-line-height:var(--gm3-autocomplete-outlined-text-field-label-text-line-height,1.5rem);--gm3-text-field-outlined-label-text-populated-line-height:var(--gm3-autocomplete-outlined-text-field-label-text-populated-line-height,1rem);--gm3-text-field-outlined-label-text-size:var(--gm3-autocomplete-outlined-text-field-label-text-size,1rem);--gm3-text-field-outlined-label-text-tracking:var(--gm3-autocomplete-outlined-text-field-label-text-tracking,0rem);--gm3-text-field-outlined-label-text-weight:var(--gm3-autocomplete-outlined-text-field-label-text-weight,400);--gm3-text-field-outlined-leading-icon-color:var(--gm3-autocomplete-outlined-text-field-leading-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-supporting-text-color:var(--gm3-autocomplete-outlined-text-field-supporting-text-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-supporting-text-font:var(--gm3-autocomplete-outlined-text-field-supporting-text-font,"Google Sans Text");--gm3-text-field-outlined-supporting-text-line-height:var(--gm3-autocomplete-outlined-text-field-supporting-text-line-height,1rem);--gm3-text-field-outlined-supporting-text-size:var(--gm3-autocomplete-outlined-text-field-supporting-text-size,0.75rem);--gm3-text-field-outlined-supporting-text-tracking:var(--gm3-autocomplete-outlined-text-field-supporting-text-tracking,0.006rem);--gm3-text-field-outlined-supporting-text-weight:var(--gm3-autocomplete-outlined-text-field-supporting-text-weight,400);--gm3-text-field-outlined-trailing-icon-color:var(--gm3-autocomplete-outlined-text-field-trailing-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-text-field-outlined-trailing-icon-size:var(--gm3-autocomplete-outlined-text-field-trailing-icon-size,24px);--gm3-text-field-outlined-container-shape-start-start:var(--gm3-autocomplete-outlined-text-field-container-shape,4px);--gm3-text-field-outlined-container-shape-start-end:var(--gm3-autocomplete-outlined-text-field-container-shape,4px);--gm3-text-field-outlined-container-shape-end-start:var(--gm3-autocomplete-outlined-text-field-container-shape,4px);--gm3-text-field-outlined-container-shape-end-end:var(--gm3-autocomplete-outlined-text-field-container-shape,4px);--gm3-text-field-outlined-label-text-populated-size:var(--gm3-autocomplete-outlined-text-field-label-text-populated-size,0.75rem);--gm3-text-field-outlined-leading-icon-size:var(--gm3-autocomplete-outlined-text-field-leading-icon-size,24px);--gm3-text-field-outlined-disabled-outline-color:var(--gm3-autocomplete-outlined-text-field-disabled-outline-color,rgb(var(--gm3-sys-color-on-surface-rgb,31,31,31),0.12));--gm3-text-field-outlined-disabled-outline-opacity:var(--gm3-autocomplete-outlined-text-field-disabled-outline-opacity,0.12);--gm3-text-field-outlined-disabled-outline-width:var(--gm3-autocomplete-outlined-text-field-disabled-outline-width,1px);--gm3-text-field-outlined-error-focus-indicator-outline-color:var(--gm3-autocomplete-outlined-text-field-error-focus-outline-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-error-hover-outline-color:var(--gm3-autocomplete-outlined-text-field-error-hover-outline-color,var(--gm3-sys-color-on-error-container,#410e0b));--gm3-text-field-outlined-error-outline-color:var(--gm3-autocomplete-outlined-text-field-error-outline-color,var(--gm3-sys-color-error,#b3261e));--gm3-text-field-outlined-focus-indicator-outline-color:var(--gm3-autocomplete-outlined-text-field-focus-outline-color,var(--gm3-sys-color-primary,#0b57d0));--gm3-text-field-outlined-focus-indicator-outline-thickness:var(--gm3-autocomplete-outlined-text-field-focus-outline-width,3px);--gm3-text-field-outlined-hover-outline-color:var(--gm3-autocomplete-outlined-text-field-hover-outline-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-text-field-outlined-hover-outline-width:var(--gm3-autocomplete-outlined-text-field-hover-outline-width,1px);--gm3-text-field-outlined-outline-color:var(--gm3-autocomplete-outlined-text-field-outline-color,var(--gm3-sys-color-outline,#747775));--gm3-text-field-outlined-outline-width:var(--gm3-autocomplete-outlined-text-field-outline-width,1px)}.QrLblb-h0T7hb-xl07Ob-XxIAqe{margin-bottom:8px}.QrLblb-h0T7hb-OWXEXe-di8rgd-V67aGc-j4gsHd{margin-bottom:0}.QrLblb-h0T7hb{display:-webkit-inline-box;display:-webkit-inline-flex;display:inline-flex;position:relative;--gm3-list-divider-color:var(--gm3-autocomplete-outlined-menu-divider-color,var(--gm3-sys-color-surface-variant,#e1e3e1));--gm3-list-divider-height:var(--gm3-autocomplete-outlined-menu-divider-height,1px);--gm3-list-list-item-container-color:transparent;--gm3-list-list-item-label-text-color:var(--gm3-autocomplete-outlined-menu-list-item-label-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-label-text-font:var(--gm3-autocomplete-outlined-menu-list-item-label-text-font,"Google Sans Text");--gm3-list-list-item-label-text-line-height:var(--gm3-autocomplete-outlined-menu-list-item-label-text-line-height,1.25rem);--gm3-list-list-item-label-text-size:var(--gm3-autocomplete-outlined-menu-list-item-label-text-size,0.875rem);--gm3-list-list-item-label-text-tracking:var(--gm3-autocomplete-outlined-menu-list-item-label-text-tracking,0rem);--gm3-list-list-item-label-text-weight:var(--gm3-autocomplete-outlined-menu-list-item-label-text-weight,500)}.QrLblb-h0T7hb[hidden]{display:none}.QrLblb-h0T7hb-xl07Ob-XxIAqe{background-color:var(--gm3-autocomplete-outlined-menu-container-color,var(--gm3-sys-color-surface,#fff));border-radius:var(--gm3-autocomplete-outlined-menu-container-shape,4px);--gm3-menu-surface-container-color:var(--gm3-autocomplete-outlined-menu-container-color,var(--gm3-sys-color-surface,#fff));--gm3-menu-surface-container-elevation:var(--gm3-autocomplete-outlined-menu-container-elevation,2);--gm3-menu-surface-container-shadow-color:var(--gm3-autocomplete-outlined-menu-container-shadow-color,var(--gm3-sys-color-shadow,#000));--gm3-menu-surface-container-surface-tint-layer-color:var(--gm3-autocomplete-outlined-menu-container-surface-tint-layer-color,var(--gm3-sys-color-surface-tint,#6991d6))}.QrLblb-h0T7hb-xl07Ob-XxIAqe .VfPpkd-ksKsZd-mWPk3d-OWXEXe-AHe6Kc-XpnDCe{--gm3-list-list-item-container-color:var(--gm3-autocomplete-outlined-menu-list-item-selected-container-color,var(--gm3-sys-color-surface-variant,#e1e3e1));--gm3-focus-ring-inward-display:block}.ZJR0Ie,.Vnq6kf{width:inherit}.P3yA4d{position:relative}.P3yA4d::before{position:absolute;-webkit-box-sizing:border-box;box-sizing:border-box;inset:0;border:1px solid transparent;border-radius:inherit;content:"";pointer-events:none}.EFGK6e .uoC0bf-h0T7hb-ldDtVd:not(.uoC0bf-h0T7hb-ldDtVd-OWXEXe-SfQLQb-M1Soyc-Bz112c){--gm3-list-list-item-leading-space:48px}.yF8xsb{--gm3-autocomplete-outlined-text-field-outline-color:rgb(128,134,139);--gm3-autocomplete-outlined-text-field-label-text-color:rgb(32,33,36);--gm3-autocomplete-outlined-text-field-leading-icon-color:rgb(95,99,104);--gm3-autocomplete-outlined-text-field-trailing-icon-color:rgb(95,99,104);--gm3-autocomplete-outlined-text-field-container-shape:8px;width:100%}.O68mGe-xl07Ob{background-color:var(--gm3-menu-container-color,var(--gm3-sys-color-surface-container,#f0f4f9));border-radius:var(--gm3-menu-container-shape,4px);--gm3-menu-surface-container-elevation:var(--gm3-menu-container-elevation,2);--gm3-menu-surface-container-shadow-color:var(--gm3-menu-container-shadow-color,var(--gm3-sys-color-shadow,#000));--gm3-menu-surface-container-surface-tint-layer-color:var(--gm3-menu-container-surface-tint-layer-color,var(--gm3-sys-color-surface-tint,#6991d6))}.O68mGe-xl07Ob-ibnC6b-OWXEXe-gk6SMd{background-color:var(--gm3-menu-list-item-selected-container-color,var(--gm3-sys-color-surface-variant,#e1e3e1))}.O68mGe-xl07Ob-nnr98d-uDEFge{color:var(--gm3-menu-cascading-menu-indicator-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));font-size:var(--gm3-menu-cascading-menu-indicator-icon-size,24px);width:var(--gm3-menu-cascading-menu-indicator-icon-size,24px);height:var(--gm3-menu-cascading-menu-indicator-icon-size,24px)}.O68mGe-xl07Ob{--gm3-list-list-item-disabled-leading-icon-color:var(--gm3-menu-list-item-with-leading-icon-disabled-leading-icon-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-disabled-leading-icon-opacity:var(--gm3-menu-list-item-with-leading-icon-disabled-leading-icon-opacity,0.38);--gm3-list-list-item-hover-leading-icon-icon-color:var(--gm3-menu-list-item-with-leading-icon-hover-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-list-list-item-leading-icon-size:var(--gm3-menu-list-item-with-leading-icon-leading-icon-size,24px);--gm3-list-list-item-selected-trailing-icon-color:var(--gm3-menu-list-item-selected-with-leading-icon-trailing-icon-color,var(--gm3-sys-color-on-secondary-container,#001d35));--gm3-list-list-item-leading-icon-color:var(--gm3-menu-menu-list-item-with-leading-icon-icon-color,var(--gm3-sys-color-on-secondary-container,#001d35));--gm3-list-list-item-trailing-icon-size:var(--gm3-menu-cascading-menu-indicator-icon-size,24px);--gm3-list-list-item-trailing-icon-color:var(--gm3-menu-cascading-menu-indicator-icon-color,var(--gm3-sys-color-on-surface-variant,#444746));--gm3-list-list-item-container-color:transparent;--gm3-list-list-item-leading-space:12px;--gm3-list-list-item-trailing-space:12px;--gm3-list-list-item-selected-label-text-weight:500;--gm3-list-list-item-selected-container-color:var(--gm3-menu-list-item-selected-container-color,var(--gm3-sys-color-surface-variant,#e1e3e1));--gm3-list-list-item-selected-label-text-color:var(--gm3-menu-list-item-selected-label-text-color,var(--gm3-sys-color-on-secondary-container,#001d35));--gm3-list-divider-color:var(--gm3-menu-divider-color,var(--gm3-sys-color-surface-variant,#e1e3e1));--gm3-list-list-item-disabled-label-text-color:var(--gm3-menu-list-item-disabled-label-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-disabled-label-text-opacity:var(--gm3-menu-list-item-disabled-label-text-opacity,0.38);--gm3-list-list-item-focus-label-text-color:var(--gm3-menu-list-item-focus-label-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-hover-label-text-color:var(--gm3-menu-list-item-hover-label-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-hover-state-layer-color:var(--gm3-menu-list-item-hover-state-layer-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-hover-state-layer-opacity:var(--gm3-menu-list-item-hover-state-layer-opacity,0.08);--gm3-list-list-item-label-text-color:var(--gm3-menu-list-item-label-text-color,var(--gm3-sys-color-on-surface,#1f1f1f));--gm3-list-list-item-label-text-font:var(--gm3-menu-list-item-label-text-font,"Google 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notes"track-metadata-eventdetail="cloud.google.com/bigtable/docs/release-notes"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192553;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><img class="vscMu " src="https://www.gstatic.com/bricks/image/10c4a3154c4549a892cd3601c98880acb6c69c083554d7ed5c9f453cb3453b6a.svg" alt="">Release notes</a></li><li class="O6Yl5d"><a class="PJ4Phd" href="https://www.cloudskillsboost.google/course_templates/650" target="_blank" rel="noopener" track-type="left nav" track-metadata-eventdetail="www.cloudskillsboost.google/course_templates/650" track-metadata-position="left nav" track-metadata-module="left nav" track-metadata-module="in page navigation"track-name="training"track-metadata-eventdetail="www.cloudskillsboost.google/course templates/650"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192558;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><img class="vscMu " src="https://www.gstatic.com/bricks/image/493351e6617994047d49abd8551d53aa65d4c040d95b6e6602eca792b85f8116.svg" alt="">Training</a></li></ul></div></div></nav></div></div><div><div class="FlueOe" jslog="191573;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class=" x9K9hf fRAube"><section class="H8asR x9K9hf DDohKf cws-jump-section" data-cws-menu-text="Bigtable" id="scale-your-latency-sensitive-applications-with-the-nosql-pioneer" track-metadata-module="product v3 hero" jslog="191766;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="x9K9hf DDohKf" track-metadata-module="product v3 hero" track-metadata-module_headline="Scale your latency-sensitive applications with the NoSQL pioneer"><div class="kvaen"><a href="https://cloud.google.com/blog/products/databases/announcing-sql-support-for-bigtable" class=" lw8hI dCfSpc bqMJcf uUktNc " track-type="banner" track-metadata-eventdetail="cloud.google.com/blog/products/databases/announcing-sql-support-for-bigtable" track-metadata-module="product v3 hero"track-name="<p>sql is here and it comes with 100+ functions from json processing to knn and hll so you can do even more with <a href="://cloud.google.com/blog/products/databases/announcing-sql-support-for-bigtable" rel="noopener noreferrer" target=" blank">your favorite nosql database</a>.</p>"track-metadata-eventdetail="cloud.google.com/blog/products/databases/announcing-sql-support-for-bigtable" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="Cpv6Oc"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>SQL is here and it comes with 100+ functions from JSON processing to kNN and HLL so you can do even more with <a href="https://cloud.google.com/blog/products/databases/announcing-sql-support-for-bigtable" rel="noopener noreferrer" target="_blank">your favorite NoSQL database</a>.</p></div></div><span aria-hidden="true" class="YxmExe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M hhikbc"><path d="M12 4l-1.41 1.41L16.17 11H4v2h12.17l-5.58 5.59L12 20l8-8-8-8z"/></svg></span></a></div><div class="qPg9F"><div class="AlLELb"><div class="x9K9hf dK1mgd"><div class="jTIiId"><div class="KJbm0d"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 1x, https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 1x, https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 2x" type="image/jpeg"><img alt="Cloud Bigtable" fetchpriority="high" width="24" class="vscMu " src="https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png" srcset="https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 1x, https://www.gstatic.com/bricks/image/tX0AW4AO91TKSnFBH9K6cJbFOWtoILwYuUAYW5qzU9_qu-yU6F3q-boa5x4ercIkgb6xCpM_9flDPQ.png 2x" /></picture></div><div><h1 class="MyvX5d D0aEmf qUKri yhYmte">Bigtable</h1></div></div></div><div class="x9K9hf dK1mgd"><h2 class="o2Zj5b D0aEmf ">Scale your latency-sensitive applications with the NoSQL pioneer</h2><div class="x9K9hf fRAube"><div class="wlROcd"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><span style="color: rgb(0, 0, 0);">Enterprise-grade, low-latency NoSQL database service for machine learning, operational analytics, and user-facing applications at scale.</span></p></div></div></div></div><div class="x9K9hf dK1mgd"><div class="GTT0Rb lj7Qvd"><a href="https://console.cloud.google.com/freetrial?redirectPath=bigtable" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" class="tltOzc xSaWue" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis" track-metadata-module="product v3 hero"track-metadata-module_headline="scale your latency-sensitive applications with the nosql pioneer"track-name="try bigtable free"track-metadata-eventdetail="console.cloud.google.com/freetrial" jslog="192548;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Try Bigtable free</a><a href="https://cloud.google.com/contact" class="tltOzc dODu0" track-type="button" track-metadata-eventdetail="cloud.google.com/contact" track-metadata-modifier="medium-emphasis" track-metadata-module="product v3 hero"track-metadata-module_headline="scale your latency-sensitive applications with the nosql pioneer"track-name="contact sales"track-metadata-eventdetail="cloud.google.com/contact" jslog="192550;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Contact sales</a></div></div><div class="x9K9hf dK1mgd"><div class="HY0Uh D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><span style="color: rgb(0, 0, 0);">New customers get $300 in free credits to spend on Bigtable.</span></p></div></div></div></div><div class="AZgcHf x9K9hf dK1mgd"><div class="zrA9G" role="complementary" aria-label="Product highlights 1"><div class="ugtMde"><h3 class="uvFcib">Product highlights</h3></div><ul class="NIb6jd"><li class="rHGg7c"><a class="oMyIyc F41jcd" href="/bigtable#features" track-metadata-module="product v3 hero"track-name="support multi-tenant, mixed operational, and real-time analytical workloads in a single platform with ease" track-type="link aside" track-metadata-eventdetail="cloud.google.com/bigtable"><div class="hFgs1" aria-hidden="true"><svg class="IGSJD" xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="#fff"><path d="M12.025 15.375 15.3 12.1l-.675-.7-2.1 2.1V8.6H11.5v4.9l-2.1-2.1-.7.7ZM12 21q-1.875 0-3.512-.712-1.638-.713-2.85-1.926-1.213-1.212-1.926-2.85Q3 13.875 3 12t.712-3.513q.713-1.637 1.926-2.85 1.212-1.212 2.85-1.925Q10.125 3 12 3t3.513.712q1.637.713 2.85 1.925 1.212 1.213 1.925 2.85Q21 10.125 21 12t-.712 3.512q-.713 1.638-1.925 2.85-1.213 1.213-2.85 1.926Q13.875 21 12 21Z"/></svg></div><div class="V10lAc"><p class="v5bfwd PwyqO">Support multi-tenant, mixed operational, and real-time analytical workloads in a single platform with ease</p></div></a></li><li class="rHGg7c"><a class="oMyIyc F41jcd" href="/bigtable#features" track-metadata-module="product v3 hero"track-name="high-performance reads and writes even in globally distributed deployments" track-type="link aside" track-metadata-eventdetail="cloud.google.com/bigtable"><div class="hFgs1" aria-hidden="true"><svg class="IGSJD" xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="#fff"><path d="M12.025 15.375 15.3 12.1l-.675-.7-2.1 2.1V8.6H11.5v4.9l-2.1-2.1-.7.7ZM12 21q-1.875 0-3.512-.712-1.638-.713-2.85-1.926-1.213-1.212-1.926-2.85Q3 13.875 3 12t.712-3.513q.713-1.637 1.926-2.85 1.212-1.212 2.85-1.925Q10.125 3 12 3t3.513.712q1.637.713 2.85 1.925 1.212 1.213 1.925 2.85Q21 10.125 21 12t-.712 3.512q-.713 1.638-1.925 2.85-1.213 1.213-2.85 1.926Q13.875 21 12 21Z"/></svg></div><div class="V10lAc"><p class="v5bfwd PwyqO">High-performance reads and writes even in globally distributed deployments</p></div></a></li><li class="rHGg7c"><a class="oMyIyc F41jcd" href="/bigtable#features" track-metadata-module="product v3 hero"track-name="build multicloud and hybrid cloud architectures with the open-source apache hbase api and bi-directional sync" track-type="link aside" track-metadata-eventdetail="cloud.google.com/bigtable"><div class="hFgs1" aria-hidden="true"><svg class="IGSJD" xmlns="http://www.w3.org/2000/svg" width="24" height="24" fill="#fff"><path d="M12.025 15.375 15.3 12.1l-.675-.7-2.1 2.1V8.6H11.5v4.9l-2.1-2.1-.7.7ZM12 21q-1.875 0-3.512-.712-1.638-.713-2.85-1.926-1.213-1.212-1.926-2.85Q3 13.875 3 12t.712-3.513q.713-1.637 1.926-2.85 1.212-1.212 2.85-1.925Q10.125 3 12 3t3.513.712q1.637.713 2.85 1.925 1.212 1.213 1.925 2.85Q21 10.125 21 12t-.712 3.512q-.713 1.638-1.925 2.85-1.213 1.213-2.85 1.926Q13.875 21 12 21Z"/></svg></div><div class="V10lAc"><p class="v5bfwd PwyqO">Build multicloud and hybrid cloud architectures with the open-source Apache HBase API and bi-directional sync</p></div></a></li></ul><hr class="rHGg7c KLB4rf"><ul class="NIb6jd"><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><li class="rHGg7c"><a class="oMyIyc" href="https://www.youtube.com/watch?v=P4q4nqJAamo" target="_blank" rel="noopener" track-metadata-module="product v3 hero"track-name="what is bigtable?"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="p4q4nqjaamo" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;" track-type="link aside" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="P4q4nqJAamo"><div class="AODz5e"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 1x, https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 1x, https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 2x" type="image/jpeg"><img alt="Introduction to Bigtable" fetchpriority="high" width="60" class="vscMu " src="https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png" srcset="https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 1x, https://www.gstatic.com/bricks/image/rrCIXzHrTPphtWirOcmn0WiO08UnQoZpPTDtStPzXf8oA8UXqDNo2i_EN3YnLHnagqJdMcWNWXUU.png 2x" /></picture></div><div class="V10lAc"><p class="v5bfwd PwyqO">What is Bigtable?</p><p class="v5bfwd Owt5O">Video</p></div></a></li></div></ul></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" track-metadata-module="product v3 features" jslog="191767;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="cws-jump-section" data-cws-menu-text="Features" id="features"><p class="W42XEf x9K9hf wVBoU x9K9hf fRAube">Features</p><div class="" jscontroller="qSEpXb" jsaction="rcuQ6b:npT2md"><div class="" jsname="pofbfd" ssk='1#0'><div class="qPg9F kJ4Wvd "><div class="AZgcHf" id="lowlatencyandhighthroughput"><h3 class="MyvX5d D0aEmf ">Low latency and high throughput</h3></div><div class="KXFYXb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Bigtable is a key-value and wide-column store, ideal for fast access to structured, semi-structured, or unstructured data. This makes latency-sensitive workloads like personalization a perfect fit for Bigtable. However its <a href="https://cloud.google.com/bigtable/docs/aggregates" rel="noopener noreferrer" target="_blank">distributed counters</a>, high read and write throughput per dollar makes it also a great fit for clickstream and IoT use cases, and even batch analytics for high-performance computing (HPC) applications, including training ML models.</p></div></div><div class="MYT3K"><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a class="aOrzRd" href="https://www.youtube.com/watch?v=rECHcoGIJNU" target="_blank" rel="noopener" track-name="how segment drives real-time personalization with bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="rECHcoGIJNU" track-metadata-child_headline="how segment drives real-time personalization with bigtable" track-metadata-module="product v3 features"track-name="how segment drives real-time personalization with bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="rechcogijnu" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class=" mBWBvd KqXnkc"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 1x, https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 1x, https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 2x" type="image/jpeg"><img alt="How Segment drives real-time personalization with Bigtable" loading="lazy" width="276" class="vscMu " src="https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png" srcset="https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 1x, https://www.gstatic.com/bricks/image/MnKRQPsD95elp8spi1OjUzOjk_I_FBhSq5fJbrCU7p3_4K7Fvg8ZxODIgz2lAXFfWWgXn2o0zfh83A.png 2x" /></picture><span aria-hidden="true" class=""><svg height="48" viewBox="0 0 24 24" width="48" focusable="false" class="MPvxGc NMm5M"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></div><div class="UhOmDe"><div class=" CilWo ">How Segment drives real-time personalization with Bigtable</div><p class="aviece">41:18</p></div></div></a></div></div></div></div><div class="" jsname="pofbfd" ssk='1#1'><div class="qPg9F q1Plf "><div class="AZgcHf" id="writeandreadscalabilitywithnolimits"><h3 class="MyvX5d D0aEmf ">Write and read scalability with no limits</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Bigtable decouples compute resources from data storage, which makes it possible to transparently adjust processing resources. Each additional node can process reads and writes equally well, providing effortless horizontal scalability. Bigtable optimizes performance by <a href="https://cloud.google.com/bigtable/docs/autoscaling">automatically scaling</a> resources to adapt to server traffic, handling the sharding, replication, and query processing.</p></div></div></div></div><div class="" jsname="pofbfd" ssk='1#2'><div class="qPg9F q1Plf "><div class="AZgcHf" id="datamodelflexibility"><h3 class="MyvX5d D0aEmf ">Data model flexibility</h3></div><div class="KXFYXb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Bigtable lets your data model evolve organically. Store anything from scalars, JSON, Protocol Buffers, Avro, Arrow to embeddings, images, and dynamically add/remove new columns as needed. Deliver low-latency serving or high-performance batch analytics over raw, unstructured data in a single database.</p></div></div><div class="MYT3K"><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a class="aOrzRd" href="https://www.youtube.com/watch?v=dCDTcJVmV2E" target="_blank" rel="noopener" track-name="solana stores the world's largest blockchain ledger on bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="dCDTcJVmV2E" track-metadata-child_headline="solana stores the world's largest blockchain ledger on bigtable" track-metadata-module="product v3 features"track-name="solana stores the world's largest blockchain ledger on bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="dcdtcjvmv2e" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class=" mBWBvd KqXnkc"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 1x, https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 1x, https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 2x" type="image/jpeg"><img alt="Solana stores the world's largest blockchain ledger on Bigtable" loading="lazy" width="276" class="vscMu " src="https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png" srcset="https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 1x, https://www.gstatic.com/bricks/image/R4GQ_B_-6kz9mqcWoOAdxKxnuWu9fi3j91Qj_YZah_adSf7PqO9FZWgWho_AOaSED0RUChm8U2kEVA.png 2x" /></picture><span aria-hidden="true" class=""><svg height="48" viewBox="0 0 24 24" width="48" focusable="false" class="MPvxGc NMm5M"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></div><div class="UhOmDe"><div class=" CilWo ">Solana stores the world's largest blockchain ledger on Bigtable</div><p class="aviece">1:22</p></div></div></a></div></div></div></div><div class="" jsname="pofbfd" ssk='1#3'><div class="qPg9F q1Plf "><div class="AZgcHf" id="fromasinglezoneuptoeightregionsatonce"><h3 class="MyvX5d D0aEmf ">From a single zone up to eight regions at once</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Apps backed by Bigtable can deliver low-latency reads and writes with globally distributed multi-primary configurations, no matter where your users may be. Zonal instances are great for cost savings and can be seamlessly scaled up to multi-region deployments with automatic replication. When running a multi-region instance, your database is protected against a regional failure and offers industry-leading 99.999% availability. </p></div></div></div></div><div class="" jsname="pofbfd" ssk='1#4'><div class="qPg9F q1Plf "><div class="AZgcHf" id="easymigrationfromnosqldatabases"><h3 class="MyvX5d D0aEmf ">Easy migration from NoSQL databases</h3></div><div class="KXFYXb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Live migrations enable faster and simpler onboarding by ensuring accurate data migration with reduced effort. <a href="https://hbase.apache.org/">HBase</a> Bigtable <a href="https://github.com/googleapis/java-bigtable-hbase/tree/main/hbase-migration-tools/bigtable-hbase-replication">replication library</a> allows for no-downtime live migrations with <a href="https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#snapshots-preferred-method">import</a> and <a href="https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#validating-data">validation</a> tools to easily load HBase snapshots into Bigtable while <a href="https://cloud.google.com/dataflow/docs/guides/templates/provided/cassandra-to-bigtable">Dataflow templates</a> simplify migrations from <a href="https://cloud.google.com/architecture/cloud-bigtable-for-cassandra-users">Cassandra</a> to Bigtable. </p></div></div><div class="MYT3K"><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a class="aOrzRd" href="https://www.youtube.com/watch?v=ShBnpMisJHs" target="_blank" rel="noopener" track-name="zero-downtime hbase to bigtable migrations" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="ShBnpMisJHs" track-metadata-child_headline="zero-downtime hbase to bigtable migrations" track-metadata-module="product v3 features"track-name="zero-downtime hbase to bigtable migrations"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="shbnpmisjhs" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class=" mBWBvd KqXnkc"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 1x, https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 1x, https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 2x" type="image/jpeg"><img alt="Zero-downtime HBase to Bigtable migrations" loading="lazy" width="276" class="vscMu " src="https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png" srcset="https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 1x, https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png 2x" /></picture><span aria-hidden="true" class=""><svg height="48" viewBox="0 0 24 24" width="48" focusable="false" class="MPvxGc NMm5M"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></div><div class="UhOmDe"><div class=" CilWo ">Zero-downtime HBase to Bigtable migrations</div><p class="aviece">12:42</p></div></div></a></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='1#5'><div class="qPg9F q1Plf "><div class="AZgcHf" id="high-performanceworkload-isolateddataprocessing"><h3 class="MyvX5d D0aEmf ">High-performance, workload-isolated data processing</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Bigtable <a href="https://cloud.google.com/bigtable/docs/data-boost-overview" rel="noopener noreferrer" target="_blank">Data Boost</a> enables users to run analytical queries, batch ETL processes, train ML models or export data faster without affecting transactional workloads. Data Boost does not require capacity planning or management. It allows directly querying data stored in Google’s distributed storage system, <a href="https://cloud.google.com/blog/products/storage-data-transfer/a-peek-behind-colossus-googles-file-system" rel="noopener noreferrer" target="_blank">Colossus</a> using on-demand capacity letting users easily handle mixed workloads and share data worry-free.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='1#6'><div class="qPg9F q1Plf "><div class="AZgcHf" id="richapplicationandtoolsupport"><h3 class="MyvX5d D0aEmf ">Rich application and tool support</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Easily connect to the open source ecosystem with the Apache HBase API. Build data-driven applications faster with seamless integrations with <a href="https://spark.apache.org/" rel="noopener noreferrer" target="_blank">Apache Spark</a>, <a href="https://hadoop.apache.org/" rel="noopener noreferrer" target="_blank">Hadoop</a>, <a href="https://cloud.google.com/kubernetes-engine" rel="noopener noreferrer" target="_blank">GKE</a>, <a href="https://cloud.google.com/dataflow" rel="noopener noreferrer" target="_blank">Dataflow</a>, <a href="https://cloud.google.com/dataproc" rel="noopener noreferrer" target="_blank">Dataproc</a>, <a href="https://cloud.google.com/vertex-ai/docs/vector-search/overview" rel="noopener noreferrer" target="_blank">Vertex AI Vector Search</a>, and <a href="https://cloud.google.com/bigquery/docs/export-to-bigtable" rel="noopener noreferrer" target="_blank">BigQuery</a>. Meet development teams where they are with <a href="https://cloud.google.com/bigtable/docs/introduction-sql" rel="noopener noreferrer" target="_blank">SQL</a> and client libraries for Java, Go, Python, C#, Node.js, PHP, Ruby, C++, <a href="https://hbase.apache.org/" rel="noopener noreferrer" target="_blank">HBase</a> and integration with <a href="https://github.com/googleapis/langchain-google-bigtable-python" rel="noopener noreferrer" target="_blank">LangChain</a>.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='1#7'><div class="qPg9F q1Plf "><div class="AZgcHf" id="nohiddencosts"><h3 class="MyvX5d D0aEmf ">No hidden costs</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>No IOPS charges, no cost for taking or restoring backups, no disproportionate read/write pricing to impact your budget as your workloads evolve.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='1#8'><div class="qPg9F q1Plf "><div class="AZgcHf" id="automatedmaintenance"><h3 class="MyvX5d D0aEmf ">Automated maintenance</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Reduce operational costs and improve reliability for any database size. Replication and maintenance are automatic and built-in with zero downtime.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='1#9'><div class="qPg9F q1Plf "><div class="AZgcHf" id="real-timechangedatacaptureandeventing"><h3 class="MyvX5d D0aEmf ">Real-time change data capture and eventing</h3></div><div class="KXFYXb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Use Bigtable <a href="https://cloud.google.com/bigtable/docs/change-streams-overview" rel="noopener noreferrer" target="_blank">change streams</a> to capture change data from Bigtable databases and integrate it with other systems for analytics, event triggering, and compliance. </p></div></div><div class="MYT3K"><a class="aOrzRd" href="https://cloud.google.com/customers/multiscale-health" track-name="case study" track-type="card" track-metadata-eventdetail="cloud.google.com/customers/multiscale-health" track-metadata-child_headline="case study" track-metadata-module="product v3 features"track-metadata-module_headline="case study"track-name="read more"track-metadata-eventdetail="cloud.google.com/customers/multiscale-health"><div class="SVGK7b "><div class="UhOmDe"><div class=" CilWo ">Case study</div><div class="rOkDee">MultiScale Health Networks' unified data hub securely hosts patient health information in Bigtable.</div></div><div class=" fojR8e"><span class="tn751e tltOzc rP2xkc">Read more</span></div></div></a></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='2#10'><div class="qPg9F q1Plf "><div class="AZgcHf" id="enterprise-gradesecurityandcontrols"><h3 class="MyvX5d D0aEmf ">Enterprise-grade security and controls</h3></div><div class="KXFYXb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><a href="https://cloud.google.com/bigtable/docs/cmek" rel="noopener noreferrer" target="_blank">Customer-managed encryption keys (CMEK)</a> with Cloud External Key Manager support, <a href="https://cloud.google.com/bigtable/docs/access-control" rel="noopener noreferrer" target="_blank">IAM integration</a> for access and controls, support for VPC-SC, Access Transparency, Access Approval and comprehensive <a href="https://cloud.google.com/bigtable/docs/audit-logging" rel="noopener noreferrer" target="_blank">audit logging</a> help ensure your data is protected and complies with regulations. <a href="https://cloud.google.com/bigtable/docs/authorized-views" rel="noopener noreferrer" target="_blank">Fine-grained access control</a> lets you authorize access at table, column, or row level.</p></div></div><div class="MYT3K"><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a class="aOrzRd" href="https://youtu.be/3QHGhnHx5HQ?t=1588" target="_blank" rel="noopener" track-name="visualizing bigtable access patterns at twitter for optimizing analytics" track-type="card" track-metadata-eventdetail="youtu.be/3QHGhnHx5HQ" track-metadata-video_id="3QHGhnHx5HQ" track-metadata-child_headline="visualizing bigtable access patterns at twitter for optimizing analytics" track-metadata-module="product v3 features"track-name="visualizing bigtable access patterns at twitter for optimizing analytics"track-metadata-eventdetail="youtu.be/3qhghnhx5hq"track-metadata-video-id="3qhghnhx5hq" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class=" mBWBvd KqXnkc"><picture class="D0Blhe "><source srcset="https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 1x, https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 2x" type="image/webp"><source srcset="https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 1x, https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 2x" type="image/jpeg"><img alt="Visualizing Bigtable access patterns at Twitter for optimizing analytics" loading="lazy" width="276" class="vscMu " src="https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png" srcset="https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 1x, https://www.gstatic.com/bricks/image/vcb73OypLpZM7wEvugd3piDKHT5al8vqOfKZmd0_71KBC1TJwLBmNrr47_mMEdKN7r14OFDlykE8.png 2x" /></picture><span aria-hidden="true" class=""><svg height="48" viewBox="0 0 24 24" width="48" focusable="false" class="MPvxGc NMm5M"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></div><div class="UhOmDe"><div class=" CilWo ">Visualizing Bigtable access patterns at Twitter for optimizing analytics</div><p class="aviece">35:20</p></div></div></a></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='2#11'><div class="qPg9F q1Plf "><div class="AZgcHf" id="observability"><h3 class="MyvX5d D0aEmf ">Observability</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Monitor performance of Bigtable databases with server-side <a href="https://cloud.google.com/monitoring/api/metrics_gcp?hl=en#gcp-bigtable" rel="noopener noreferrer" target="_blank">metrics</a>. Analyze usage patterns with <a href="https://cloud.google.com/bigtable/docs/keyvis-overview" rel="noopener noreferrer" target="_blank">Key Visualizer</a> interactive monitoring tool. Use <a href="https://cloud.google.com/bigtable/docs/query-stats" rel="noopener noreferrer" target="_blank">query stats</a>, <a href="https://cloud.google.com/bigtable/docs/table-stats" rel="noopener noreferrer" target="_blank">table stats</a>, and the <a href="https://cloud.google.com/bigtable/docs/hot-tablets" rel="noopener noreferrer" target="_blank">hot tablets tool</a> for troubleshooting query performance issues and quickly diagnose latency issues with <a href="https://cloud.google.com/bigtable/docs/client-side-metrics" rel="noopener noreferrer" target="_blank">client-side monitoring</a>.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='2#12'><div class="qPg9F q1Plf "><div class="AZgcHf" id="disasterrecovery"><h3 class="MyvX5d D0aEmf ">Disaster recovery</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Take instant, <a href="https://cloud.google.com/bigtable/docs/backups" rel="noopener noreferrer" target="_blank">incremental backups</a> of your database cost-effectively and restore on demand. Store backups in different regions for additional resilience, easily restore between instances, or projects for test versus production scenarios.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='2#13'><div class="qPg9F q1Plf "><div class="AZgcHf" id="vertexaivectorsearchintegration"><h3 class="MyvX5d D0aEmf ">Vertex AI Vector Search integration</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Use the <a href="https://cloud.google.com/dataflow/docs/guides/templates/provided/bigtable-to-vector-embeddings" rel="noopener noreferrer" target="_blank">Bigtable to Vertex AI Vector Search template</a> to index data in your Bigtable database with <a href="https://cloud.google.com/vertex-ai/docs/vector-search/overview" rel="noopener noreferrer" target="_blank">Vertex AI</a> to perform a similarity search over vector embeddings with <a href="https://cloud.google.com/vertex-ai/docs/vector-search/overview" rel="noopener noreferrer" target="_blank">Vertex AI Vector Search</a>.</p></div></div></div></div><div class="e4Xgy" jsname="pofbfd" ssk='2#14'><div class="qPg9F q1Plf "><div class="AZgcHf" id="langchainintegration"><h3 class="MyvX5d D0aEmf ">LangChain integration</h3></div><div class="AlLELb EAoy4b"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Easily build generative AI applications that are more accurate, transparent, and reliable with built-in kNN nearest neighbor vector search (in preview) and <a href="https://cloud.google.com/bigtable/docs/langchain" rel="noopener noreferrer" target="_blank">LangChain</a> integration. Visit the <a href="http://github.com/googleapis/langchain-google-bigtable-python" rel="noopener noreferrer" target="_blank">GitHub repository</a> to learn more.</p></div></div></div></div><div class="AXPOpb znIWoc"><button type="button" class="tltOzc MExMre HceCQd qUoClb" track-name="view all features" track-type="button" track-metadata-modifier="support" jsaction="click:Eflczf">View all features<span aria-hidden="true" class="KafONe"><svg width="18" height="18" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M7 10l5 5 5-5H7z"/></svg></span></button></div></div></div></section><section class="H8asR x9K9hf DDohKf" id="bigtable-instances-provide-compute-and-storage-in-one-or-more-regions-each-bigtable-cluster-can-receive-both-reads-and-writes-data-is-automatically-split-for-scalability-and-replicated-between-clusters-asynchronously-a-distributed-clock-called-truetime-guarantees-transactions-are-correctly-ordered" track-metadata-module="how it works" jslog="191761;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="cws-jump-section" data-cws-menu-text="How It Works" id="how-it-works"><p class="W42XEf x9K9hf wVBoU x9K9hf dK1mgd">How It Works</p><div class="TPc3Y GOsz5b tlKCe x9K9hf Bskbjf"><div class="ijLgjc"><div class="d97h9 vpWAad"><div class="agXpqd"><div class=" PmEfUe qPg9F"><div class="yTFDmd HOEmmf"><h3 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Bigtable instances provide compute and storage in one or more regions. Each Bigtable cluster can receive both reads and writes. Data is automatically "split" for scalability and replicated between clusters asynchronously. A distributed clock called TrueTime guarantees transactions are correctly ordered. </p></div></h3><div class="CARFQb"><a href="https://cloud.google.com/bigtable/docs" class="tltOzc dODu0 x9K9hf bClQob" track-type="button" track-metadata-eventdetail="cloud.google.com/bigtable/docs" track-metadata-modifier="medium-emphasis" track-metadata-module="how it works"track-metadata-module_headline="bigtable instances provide compute and storage in one or more regions. each bigtable cluster can receive both reads and writes. data is automatically "split" for scalability and replicated between clusters asynchronously. a distributed clock called truetime guarantees transactions are correctly ordered."track-name="view documentation"track-metadata-eventdetail="cloud.google.com/bigtable/docs" jslog="192553;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">View documentation</a></div></div><div class="QeCP3e KXFYXb"><div class=" ZFJCXe" track-metadata-module="how it works"track-metadata-module_headline="bigtable instances provide compute and storage in one or more regions. each bigtable cluster can receive both reads and writes. data is automatically "split" for scalability and replicated between clusters asynchronously. a distributed clock called truetime guarantees transactions are correctly ordered."track-name="bigtable architecture"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="lq9udom4whi" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="https://www.youtube.com/watch?v=Lq9uDOM4whI" target="_blank" rel="noopener" class=" qisdgb yBbiH" track-type="media block" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="Lq9uDOM4whI" aria-label="Play video"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s472-w472-rw-lo 1x, https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s944-w944-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s472-w472-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s944-w944-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Bigtable Architecture" loading="lazy" width="472" class="vscMu " src="https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s472-w472" srcset="https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s472-w472 1x, https://lh3.googleusercontent.com/K1dyYBXw8ax0XMHLIOaNAsfpREdGtPJeF5L7bAN5zknaynEuEpOtLCtsB943fidPPazC-ys_yN35=s944-w944 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg height="24" viewBox="0 0 24 24" width="24" focusable="false" class="MPvxGc NMm5M"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M21.58 7.19c-.23-.86-.91-1.54-1.77-1.77C18.25 5 12 5 12 5s-6.25 0-7.81.42c-.86.23-1.54.91-1.77 1.77C2 8.75 2 12 2 12s0 3.25.42 4.81c.23.86.91 1.54 1.77 1.77C5.75 19 12 19 12 19s6.25 0 7.81-.42c.86-.23 1.54-.91 1.77-1.77C22 15.25 22 12 22 12s0-3.25-.42-4.81zM10 15V9l5.2 3-5.2 3z"/></svg></span></a></div></div></div></div></div></div></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" track-metadata-module="product v3 common uses" jslog="191769;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="cws-jump-section" data-cws-menu-text="Common Uses" id="common-uses" jscontroller="Q3aONd" jsaction="DD5dne:MhjYq;"><p class="W42XEf x9K9hf wVBoU x9K9hf dK1mgd">Common Uses</p><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=AdTech and retail data-cws-is-sub-section id="adtech-and-retail" ssk='1#0'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">AdTech and retail</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-1" id="ucj-1"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-1-0-tab" aria-controls="ucj-1-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-1-0" data-tab-id="ucj-1-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-1-0-panel" aria-labelledby="ucj-1-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Personalize experiences in real time</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Track customer behavior and preferences for personalized ads, news feeds, discount offers, and product or content recommendations. Ingest high volume event streams and serve recommendations at low latency using a single database that automatically scales and rebalances for best performance. Bring data closer to your customers for best latencies with multi-region, multi-primary deployments, and reduce risk and downtime with 99.999% availability and zero maintenance.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="adtech and retail architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="AdTech and Retail Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="AdTech and Retail Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512" srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" track-name="how google scales ad personalization with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" track-metadata-child_headline="how google scales ad personalization with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="how google scales ad personalization <://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable> with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable"track-metadata-child_headline="how google scales ad personalization <://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable> with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Google scales</span><span style="color: rgb(153, 153, 153);"> </span><a href="https://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" style="color: rgb(17, 85, 204);">ad personalization</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=A_OLQMGmtpQ&t=901s" target="_blank" rel="noopener" track-name="home depot delivers personalized experiences with bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="A_OLQMGmtpQ" track-metadata-child_headline="home depot delivers personalized experiences with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="home depot delivers personalized experiences <://www.youtube.com/watch?v=a olqmgmtpq&t=901s> with bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="a olqmgmtpq"track-metadata-child_headline="home depot delivers personalized experiences <://www.youtube.com/watch?v=a olqmgmtpq&t=901s> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Home Depot delivers </span><a href="https://www.youtube.com/watch?v=A_OLQMGmtpQ&t=901s" style="color: rgb(17, 85, 204);">personalized experiences</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" track-name="openx serves over 150 billion ad requests per day with bigtable and memorystore" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" track-metadata-child_headline="openx serves over 150 billion ad requests per day with bigtable and memorystore" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="openx serves over 150 billion ad requests <://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases> per day with bigtable and memorystore"track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases"track-metadata-child_headline="openx serves over 150 billion ad requests <://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases> per day with bigtable and memorystore"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">OpenX serves over </span><a href="https://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" style="color: rgb(17, 85, 204);">150 billion ad requests</a><span style="color: rgb(102, 102, 102);"> per day with Bigtable and Memorystore</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-2"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-2"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Personalize experiences in real time</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Track customer behavior and preferences for personalized ads, news feeds, discount offers, and product or content recommendations. Ingest high volume event streams and serve recommendations at low latency using a single database that automatically scales and rebalances for best performance. Bring data closer to your customers for best latencies with multi-region, multi-primary deployments, and reduce risk and downtime with 99.999% availability and zero maintenance.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="adtech and retail architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="AdTech and Retail Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="AdTech and Retail Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512" srcset="https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s512-w512 1x, https://lh3.googleusercontent.com/PKu8t_yPciXgDfCNeJ5myOnqtIY8H2qF6FcIlO9SuwhzCWNpTGcV1gUZEZgCWlTMM2hkR8j_dm538g=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" track-name="how google scales ad personalization with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" track-metadata-child_headline="how google scales ad personalization with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="how google scales ad personalization <://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable> with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable"track-metadata-child_headline="how google scales ad personalization <://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable> with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Google scales</span><span style="color: rgb(153, 153, 153);"> </span><a href="https://cloud.google.com/blog/products/data-analytics/how-google-scales-ad-personalization-with-bigtable" style="color: rgb(17, 85, 204);">ad personalization</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=A_OLQMGmtpQ&t=901s" target="_blank" rel="noopener" track-name="home depot delivers personalized experiences with bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="A_OLQMGmtpQ" track-metadata-child_headline="home depot delivers personalized experiences with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="home depot delivers personalized experiences <://www.youtube.com/watch?v=a olqmgmtpq&t=901s> with bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="a olqmgmtpq"track-metadata-child_headline="home depot delivers personalized experiences <://www.youtube.com/watch?v=a olqmgmtpq&t=901s> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Home Depot delivers </span><a href="https://www.youtube.com/watch?v=A_OLQMGmtpQ&t=901s" style="color: rgb(17, 85, 204);">personalized experiences</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" track-name="openx serves over 150 billion ad requests per day with bigtable and memorystore" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" track-metadata-child_headline="openx serves over 150 billion ad requests per day with bigtable and memorystore" track-metadata-module="product v3 common uses"track-metadata-module_headline="personalize experiences in real time"track-name="openx serves over 150 billion ad requests <://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases> per day with bigtable and memorystore"track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases"track-metadata-child_headline="openx serves over 150 billion ad requests <://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases> per day with bigtable and memorystore"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">OpenX serves over </span><a href="https://cloud.google.com/blog/products/databases/how-advertising-tech-provider-openx-migrated-to-cloud-databases" style="color: rgb(17, 85, 204);">150 billion ad requests</a><span style="color: rgb(102, 102, 102);"> per day with Bigtable and Memorystore</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div></div></div></div></div></div></div></div><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=Data fabric and operational analytics data-cws-is-sub-section id="data-fabric-and-operational-analytics" ssk='1#1'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">Data fabric and operational analytics</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-3" id="ucj-3"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-3-0-tab" aria-controls="ucj-3-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-3-0" data-tab-id="ucj-3-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-3-0-panel" aria-labelledby="ucj-3-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Consolidate data silos and scale out legacy systems</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Ingest and integrate data from multiple databases, streaming sources, and mainframes in bulk or real time using integrations with BigQuery, Dataflow, Cloud Composer, and Cloud Data Fusion to build customer data platforms, operational data stores, digital integration hubs, semantic layers, or data fabrics to support low-latency API access and scalable in-app reporting.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="data fabric and operational analytics architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Data Fabric and Operational Analytics Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Data Fabric and Operational Analytics Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512" srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" track-name="equifax’s data fabric converts data silos into data products with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" track-metadata-child_headline="equifax’s data fabric converts data silos into data products with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="equifax’s data fabric <://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/> converts data silos into data products with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation"track-metadata-child_headline="equifax’s data fabric <://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/> converts data silos into data products with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Equifax’s </span><a href="https://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" style="color: rgb(17, 85, 204);">data fabric</a><span style="color: rgb(102, 102, 102);"> converts data silos into data products with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://youtu.be/ZPOJ8vCMNs4?t=1171" target="_blank" rel="noopener" track-name="macy’s scales out their mainframe with bigtable" track-type="card" track-metadata-eventdetail="youtu.be/ZPOJ8vCMNs4" track-metadata-video_id="ZPOJ8vCMNs4" track-metadata-child_headline="macy’s scales out their mainframe with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="macy’s scales out their mainframe <://youtu.be/zpoj8vcmns4?t=1171> with bigtable"track-metadata-eventdetail="youtu.be/zpoj8vcmns4"track-metadata-video-id="zpoj8vcmns4"track-metadata-child_headline="macy’s scales out their mainframe <://youtu.be/zpoj8vcmns4?t=1171> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Macy’s </span><a href="https://youtu.be/ZPOJ8vCMNs4?t=1171" style="color: rgb(17, 85, 204);">scales out their mainframe</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=Pq1SSYnzBKQ" target="_blank" rel="noopener" track-name="reltio’s customer data platform (cdp) creates a unified view of data with bigtable and bigquery" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="Pq1SSYnzBKQ" track-metadata-child_headline="reltio’s customer data platform (cdp) creates a unified view of data with bigtable and bigquery" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="reltio’s customer data platform <://www.youtube.com/watch?v=pq1ssynzbkq> (cdp) creates a unified view of data with bigtable and bigquery"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="pq1ssynzbkq"track-metadata-child_headline="reltio’s customer data platform <://www.youtube.com/watch?v=pq1ssynzbkq> (cdp) creates a unified view of data with bigtable and bigquery"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Reltio’s </span><a href="https://www.youtube.com/watch?v=Pq1SSYnzBKQ" style="color: rgb(17, 85, 204);">customer data platform</a><span style="color: rgb(102, 102, 102);"> (CDP) creates a unified view of data with Bigtable and BigQuery</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-4"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-4"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Consolidate data silos and scale out legacy systems</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Ingest and integrate data from multiple databases, streaming sources, and mainframes in bulk or real time using integrations with BigQuery, Dataflow, Cloud Composer, and Cloud Data Fusion to build customer data platforms, operational data stores, digital integration hubs, semantic layers, or data fabrics to support low-latency API access and scalable in-app reporting.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="data fabric and operational analytics architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Data Fabric and Operational Analytics Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Data Fabric and Operational Analytics Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512" srcset="https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s512-w512 1x, https://lh3.googleusercontent.com/Iqo7ADUiSzPHCSsQi4UCwbVJGX15jYdR_4cb212ruMpC45MScbPeZ044ZY2mcPcd1G7oajYjaaM=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" track-name="equifax’s data fabric converts data silos into data products with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" track-metadata-child_headline="equifax’s data fabric converts data silos into data products with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="equifax’s data fabric <://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/> converts data silos into data products with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation"track-metadata-child_headline="equifax’s data fabric <://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/> converts data silos into data products with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Equifax’s </span><a href="https://cloud.google.com/blog/products/databases/equifax-uses-bigtable-to-increase-the-speed-of-innovation/" style="color: rgb(17, 85, 204);">data fabric</a><span style="color: rgb(102, 102, 102);"> converts data silos into data products with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://youtu.be/ZPOJ8vCMNs4?t=1171" target="_blank" rel="noopener" track-name="macy’s scales out their mainframe with bigtable" track-type="card" track-metadata-eventdetail="youtu.be/ZPOJ8vCMNs4" track-metadata-video_id="ZPOJ8vCMNs4" track-metadata-child_headline="macy’s scales out their mainframe with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="macy’s scales out their mainframe <://youtu.be/zpoj8vcmns4?t=1171> with bigtable"track-metadata-eventdetail="youtu.be/zpoj8vcmns4"track-metadata-video-id="zpoj8vcmns4"track-metadata-child_headline="macy’s scales out their mainframe <://youtu.be/zpoj8vcmns4?t=1171> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Macy’s </span><a href="https://youtu.be/ZPOJ8vCMNs4?t=1171" style="color: rgb(17, 85, 204);">scales out their mainframe</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=Pq1SSYnzBKQ" target="_blank" rel="noopener" track-name="reltio’s customer data platform (cdp) creates a unified view of data with bigtable and bigquery" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="Pq1SSYnzBKQ" track-metadata-child_headline="reltio’s customer data platform (cdp) creates a unified view of data with bigtable and bigquery" track-metadata-module="product v3 common uses"track-metadata-module_headline="consolidate data silos and scale out legacy systems"track-name="reltio’s customer data platform <://www.youtube.com/watch?v=pq1ssynzbkq> (cdp) creates a unified view of data with bigtable and bigquery"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="pq1ssynzbkq"track-metadata-child_headline="reltio’s customer data platform <://www.youtube.com/watch?v=pq1ssynzbkq> (cdp) creates a unified view of data with bigtable and bigquery"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Reltio’s </span><a href="https://www.youtube.com/watch?v=Pq1SSYnzBKQ" style="color: rgb(17, 85, 204);">customer data platform</a><span style="color: rgb(102, 102, 102);"> (CDP) creates a unified view of data with Bigtable and BigQuery</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div></div></div></div></div></div></div></div><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=Cybersecurity data-cws-is-sub-section id="cybersecurity" ssk='1#2'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">Cybersecurity</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-5" id="ucj-5"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-5-0-tab" aria-controls="ucj-5-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-5-0" data-tab-id="ucj-5-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-5-0-panel" aria-labelledby="ucj-5-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Detect malware, payment fraud, stop spam and scams</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Capture fraud signals like user activity, catalog files, malware signatures and blocklists, unstructured content like product listings and reviews to identify counterfeit goods, spam accounts, scams, compromised hardware, and fraud in real time.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="cybersecurity architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Cybersecurity Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Cybersecurity Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512" srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" track-name="ravelin scales fraud detection with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" track-metadata-child_headline="ravelin scales fraud detection with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="ravelin scales fraud detection <://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable> with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable"track-metadata-child_headline="ravelin scales fraud detection <://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable> with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Ravelin scales </span><a href="https://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" style="color: rgb(17, 85, 204);">fraud detection</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://engineering.sift.com/gcp-data-mig-4/" target="_blank" rel="noopener" track-name="learn how sift improved performance and reduced management overhead with bigtable" track-type="card" track-metadata-eventdetail="engineering.sift.com/gcp-data-mig-4/" track-metadata-child_headline="learn how sift improved performance and reduced management overhead with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="learn how sift improved performance and reduced management overhead <://engineering.sift.com/gcp-data-mig-4/> with bigtable"track-metadata-eventdetail="engineering.sift.com/gcp-data-mig-4"track-metadata-child_headline="learn how sift improved performance and reduced management overhead <://engineering.sift.com/gcp-data-mig-4/> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Learn how Sift </span><a href="https://engineering.sift.com/gcp-data-mig-4/" style="color: rgb(17, 85, 204);">improved performance and reduced management overhead</a><span style="color: rgb(102, 102, 102);"> with Bigtable </span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" track-name="how stairwell built an ml-powered cybersecurity platform on bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" track-metadata-child_headline="how stairwell built an ml-powered cybersecurity platform on bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="how stairwell built an ml-powered cybersecurity platform <://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity> on bigtable"track-metadata-eventdetail="cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity"track-metadata-child_headline="how stairwell built an ml-powered cybersecurity platform <://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity> on bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Stairwell built an </span><a href="https://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" style="color: rgb(17, 85, 204);">ML-powered cybersecurity platform</a><span style="color: rgb(102, 102, 102);"> on Bigtable </span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-6"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-6"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Detect malware, payment fraud, stop spam and scams</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Capture fraud signals like user activity, catalog files, malware signatures and blocklists, unstructured content like product listings and reviews to identify counterfeit goods, spam accounts, scams, compromised hardware, and fraud in real time.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="cybersecurity architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Cybersecurity Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Cybersecurity Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512" srcset="https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s512-w512 1x, https://lh3.googleusercontent.com/VpITPijSfEAWBrUSjM1ZuN8Gz0lLZDSyBqierx_6T20ne04T-kS1vPAKEwz2dU-AG4B_Bhf3KpX-xg=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" track-name="ravelin scales fraud detection with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" track-metadata-child_headline="ravelin scales fraud detection with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="ravelin scales fraud detection <://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable> with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable"track-metadata-child_headline="ravelin scales fraud detection <://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable> with bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Ravelin scales </span><a href="https://cloud.google.com/blog/products/databases/how-ravelin-scales-fraud-detection-with-bigtable" style="color: rgb(17, 85, 204);">fraud detection</a><span style="color: rgb(102, 102, 102);"> with Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://engineering.sift.com/gcp-data-mig-4/" target="_blank" rel="noopener" track-name="learn how sift improved performance and reduced management overhead with bigtable" track-type="card" track-metadata-eventdetail="engineering.sift.com/gcp-data-mig-4/" track-metadata-child_headline="learn how sift improved performance and reduced management overhead with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="learn how sift improved performance and reduced management overhead <://engineering.sift.com/gcp-data-mig-4/> with bigtable"track-metadata-eventdetail="engineering.sift.com/gcp-data-mig-4"track-metadata-child_headline="learn how sift improved performance and reduced management overhead <://engineering.sift.com/gcp-data-mig-4/> with bigtable"track-metadata-child_total="3"track-metadata-child_index="2"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Learn how Sift </span><a href="https://engineering.sift.com/gcp-data-mig-4/" style="color: rgb(17, 85, 204);">improved performance and reduced management overhead</a><span style="color: rgb(102, 102, 102);"> with Bigtable </span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" track-name="how stairwell built an ml-powered cybersecurity platform on bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" track-metadata-child_headline="how stairwell built an ml-powered cybersecurity platform on bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="detect malware, payment fraud, stop spam and scams"track-name="how stairwell built an ml-powered cybersecurity platform <://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity> on bigtable"track-metadata-eventdetail="cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity"track-metadata-child_headline="how stairwell built an ml-powered cybersecurity platform <://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity> on bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Stairwell built an </span><a href="https://cloud.google.com/blog/topics/partners/how-stairwell-uses-bigtable-for-cybersecurity" style="color: rgb(17, 85, 204);">ML-powered cybersecurity platform</a><span style="color: rgb(102, 102, 102);"> on Bigtable </span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div></div></div></div></div></div></div></div><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=Media data-cws-is-sub-section id="media" ssk='1#3'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">Media</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-7" id="ucj-7"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-7-0-tab" aria-controls="ucj-7-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-7-0" data-tab-id="ucj-7-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-7-0-panel" aria-labelledby="ucj-7-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Deliver media content and engagement analytics</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Manage playlists, augmented reality (AR) assets, book, audio, or video catalogs, watch histories, ratings and comments, track viewing progress, and serve personalized content feeds and analytics for content creators and advertisers.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="media architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Media Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Media Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512" srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" track-name="how youtube data warehouse relies on bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" track-metadata-video_id="" track-metadata-child_headline="how youtube data warehouse relies on bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="how youtube data warehouse <://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable> relies on bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/youtube-runs-on-bigtable"track-metadata-child_headline="how youtube data warehouse <://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable> relies on bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How </span><a href="https://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" style="color: rgb(17, 85, 204);">YouTube data warehouse</a><span style="color: rgb(102, 102, 102);"> relies on Bigtable </span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-name="bigtable powers twitter’s ad engagement analytics platform" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-metadata-child_headline="bigtable powers twitter’s ad engagement analytics platform" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="bigtable powers twitter’s ad engagement analytics <://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform> platform"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform"track-metadata-child_headline="bigtable powers twitter’s ad engagement analytics <://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform> platform"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Bigtable powers Twitter’s </span><a href="https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" style="color: rgb(17, 85, 204);">ad engagement analytics</a><span style="color: rgb(102, 102, 102);"> platform</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=807uHC0Ia10&t=468s" target="_blank" rel="noopener" track-name="spotify serves music recommendations at scale with bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="807uHC0Ia10" track-metadata-child_headline="spotify serves music recommendations at scale with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="spotify serves music recommendations <://www.youtube.com/watch?v=807uhc0ia10&t=468s> at scale with bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="807uhc0ia10"track-metadata-child_headline="spotify serves music recommendations <://www.youtube.com/watch?v=807uhc0ia10&t=468s> at scale with bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Spotify serves</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://www.youtube.com/watch?v=807uHC0Ia10&t=468s" style="color: rgb(17, 85, 204);">music recommendations</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">at scale with Bigtable</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-8"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-8"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Deliver media content and engagement analytics</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Manage playlists, augmented reality (AR) assets, book, audio, or video catalogs, watch histories, ratings and comments, track viewing progress, and serve personalized content feeds and analytics for content creators and advertisers.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="media architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Media Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Media Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512" srcset="https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s512-w512 1x, https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" track-name="how youtube data warehouse relies on bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" track-metadata-video_id="" track-metadata-child_headline="how youtube data warehouse relies on bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="how youtube data warehouse <://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable> relies on bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/youtube-runs-on-bigtable"track-metadata-child_headline="how youtube data warehouse <://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable> relies on bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How </span><a href="https://cloud.google.com/blog/products/databases/youtube-runs-on-bigtable" style="color: rgb(17, 85, 204);">YouTube data warehouse</a><span style="color: rgb(102, 102, 102);"> relies on Bigtable </span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-name="bigtable powers twitter’s ad engagement analytics platform" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" track-metadata-child_headline="bigtable powers twitter’s ad engagement analytics platform" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="bigtable powers twitter’s ad engagement analytics <://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform> platform"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform"track-metadata-child_headline="bigtable powers twitter’s ad engagement analytics <://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform> platform"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Bigtable powers Twitter’s </span><a href="https://cloud.google.com/blog/products/data-analytics/modernizing-twitters-ad-engagement-analytics-platform" style="color: rgb(17, 85, 204);">ad engagement analytics</a><span style="color: rgb(102, 102, 102);"> platform</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=807uHC0Ia10&t=468s" target="_blank" rel="noopener" track-name="spotify serves music recommendations at scale with bigtable" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="807uHC0Ia10" track-metadata-child_headline="spotify serves music recommendations at scale with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="deliver media content and engagement analytics"track-name="spotify serves music recommendations <://www.youtube.com/watch?v=807uhc0ia10&t=468s> at scale with bigtable"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="807uhc0ia10"track-metadata-child_headline="spotify serves music recommendations <://www.youtube.com/watch?v=807uhc0ia10&t=468s> at scale with bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Spotify serves</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://www.youtube.com/watch?v=807uHC0Ia10&t=468s" style="color: rgb(17, 85, 204);">music recommendations</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">at scale with Bigtable</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div></div></div></div></div></div></div></div><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=Time series and IoT data-cws-is-sub-section id="time-series-and-iot" ssk='1#4'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">Time series and IoT</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-9" id="ucj-9"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-9-0-tab" aria-controls="ucj-9-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-9-0" data-tab-id="ucj-9-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-9-0-panel" aria-labelledby="ucj-9-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Manage time series data at any scale</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">From financial time series to smart homes, weather sensors, online gaming logs, factory floor telemetry, connected cars, or event sourcing architectures, ingest large amounts of data without disrupting low-latency serving workloads to support real-time reporting, alerting, and predictive maintenance. Simplify data management with TTL rules, retain data cost-effectively using the storage medium of your choice at industry leading physical storage prices, and achieve high scan throughput for batch analytics without breaking a sweat.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="time series and iot architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Time Series and IoT Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Time Series and IoT Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512" srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=HYvAPjukKic" target="_blank" rel="noopener" track-name="learn how cognite uses bigtable to manage industrial time series data" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="HYvAPjukKic" track-metadata-child_headline="learn how cognite uses bigtable to manage industrial time series data" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="learn how cognite uses bigtable to manage industrial time series data <://www.youtube.com/watch?v=hyvapjukkic>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="hyvapjukkic"track-metadata-child_headline="learn how cognite uses bigtable to manage industrial time series data <://www.youtube.com/watch?v=hyvapjukkic>"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Learn how Cognite uses Bigtable to manage </span><a href="https://www.youtube.com/watch?v=HYvAPjukKic" style="color: rgb(17, 85, 204);">industrial time series data</a></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" track-name="ecobee improved performance by 10x by migrating smart home data to bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" track-metadata-child_headline="ecobee improved performance by 10x by migrating smart home data to bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="ecobee improved performance by 10x by migrating smart home data <://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases> to bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases"track-metadata-child_headline="ecobee improved performance by 10x by migrating smart home data <://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases> to bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Ecobee improved performance by 10x by migrating </span><a href="https://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" style="color: rgb(17, 85, 204);">smart home data</a><span style="color: rgb(102, 102, 102);"> to Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" track-name="mlb captures every movement of the ball and every player at 30 fps with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" track-metadata-child_headline="mlb captures every movement of the ball and every player at 30 fps with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="mlb captures every movement of the ball and every player <://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services> at 30 fps with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services"track-metadata-child_headline="mlb captures every movement of the ball and every player <://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services> at 30 fps with bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">MLB captures</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" style="color: rgb(17, 85, 204);">every movement of the ball and every player</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">at 30 fps with Bigtable</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-10"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-10"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Manage time series data at any scale</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">From financial time series to smart homes, weather sensors, online gaming logs, factory floor telemetry, connected cars, or event sourcing architectures, ingest large amounts of data without disrupting low-latency serving workloads to support real-time reporting, alerting, and predictive maintenance. Simplify data management with TTL rules, retain data cost-effectively using the storage medium of your choice at industry leading physical storage prices, and achieve high scan throughput for batch analytics without breaking a sweat.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="time series and iot architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="Time Series and IoT Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="Time Series and IoT Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512" srcset="https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s512-w512 1x, https://lh3.googleusercontent.com/j6eORNXfPDLGO3yHdYqX5oMmLZsDG_cuohJ5m2hUl1NfVAJisWLnwopxH25t3-4ezduT1KP-BIYe=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=HYvAPjukKic" target="_blank" rel="noopener" track-name="learn how cognite uses bigtable to manage industrial time series data" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="HYvAPjukKic" track-metadata-child_headline="learn how cognite uses bigtable to manage industrial time series data" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="learn how cognite uses bigtable to manage industrial time series data <://www.youtube.com/watch?v=hyvapjukkic>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="hyvapjukkic"track-metadata-child_headline="learn how cognite uses bigtable to manage industrial time series data <://www.youtube.com/watch?v=hyvapjukkic>"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Learn how Cognite uses Bigtable to manage </span><a href="https://www.youtube.com/watch?v=HYvAPjukKic" style="color: rgb(17, 85, 204);">industrial time series data</a></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" track-name="ecobee improved performance by 10x by migrating smart home data to bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" track-metadata-child_headline="ecobee improved performance by 10x by migrating smart home data to bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="ecobee improved performance by 10x by migrating smart home data <://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases> to bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases"track-metadata-child_headline="ecobee improved performance by 10x by migrating smart home data <://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases> to bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Ecobee improved performance by 10x by migrating </span><a href="https://cloud.google.com/blog/products/databases/smart-home-company-uses-bigtable-cloud-databases" style="color: rgb(17, 85, 204);">smart home data</a><span style="color: rgb(102, 102, 102);"> to Bigtable</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" track-name="mlb captures every movement of the ball and every player at 30 fps with bigtable" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" track-metadata-child_headline="mlb captures every movement of the ball and every player at 30 fps with bigtable" track-metadata-module="product v3 common uses"track-metadata-module_headline="manage time series data at any scale"track-name="mlb captures every movement of the ball and every player <://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services> at 30 fps with bigtable"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services"track-metadata-child_headline="mlb captures every movement of the ball and every player <://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services> at 30 fps with bigtable"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">MLB captures</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://cloud.google.com/blog/products/data-analytics/mlb-pitches-new-data-uses-with-google-cloud-services" style="color: rgb(17, 85, 204);">every movement of the ball and every player</a><span style="color: rgb(0, 0, 0);"> </span><span style="color: rgb(102, 102, 102);">at 30 fps with Bigtable</span></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "></div></div></div></div></div></div></div></div></div></div></div><div class="common-uses-module x9K9hf DDohKf cws-jump-section" data-cws-menu-text=Machine learning infrastructure data-cws-is-sub-section id="machine-learning-infrastructure" ssk='1#5'><div class="x9K9hf Bskbjf"><h3 class="Nh2Phe D0aEmf x9K9hf wVBoU">Machine learning infrastructure</h3><div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-11" id="ucj-11"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="learning resources" track-type="tab" id="ucj-11-0-tab" aria-controls="ucj-11-0-panel" jsshadow><h4 class=" m7ELIf gsvF7d" id="ucj-11-0" data-tab-id="ucj-11-0"><span aria-hidden="true" class="gsvF7d"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span>Learning resources</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" class="C5KSyc S9fUMc" tabindex="0" id="ucj-11-0-panel" aria-labelledby="ucj-11-0-tab" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Scale model training and serving</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Build feature stores to support low-latency predictions, cache data from GCS for fast access by HPC clusters and ML frameworks, and snapshot model weights during training with high-throughput, low-latency reads and writes, granular access control, and workload isolation.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="ml infrastructure architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="ML Infrastructure Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="ML Infrastructure Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512" srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=dwBj3S9H1_o&t=339s" target="_blank" rel="noopener" track-name="tamr and discord use bigtable to deliver ml-driven experiences" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="dwBj3S9H1_o" track-metadata-child_headline="tamr and discord use bigtable to deliver ml-driven experiences" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="tamr and discord use bigtable to deliver ml-driven experiences <://www.youtube.com/watch?v=dwbj3s9h1 o&t=339s>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="dwbj3s9h1 o"track-metadata-child_headline="tamr and discord use bigtable to deliver ml-driven experiences <://www.youtube.com/watch?v=dwbj3s9h1 o&t=339s>"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Tamr and Discord use Bigtable to </span><a href="https://www.youtube.com/watch?v=dwBj3S9H1_o&t=339s" style="color: rgb(17, 85, 204);">deliver ML-driven experiences</a></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" track-name="credit karma uses bigtable to make 60 billion predictions per day" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" track-metadata-child_headline="credit karma uses bigtable to make 60 billion predictions per day" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="credit karma uses bigtable to make 60 billion predictions <://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong> per day"track-metadata-eventdetail="cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong"track-metadata-child_headline="credit karma uses bigtable to make 60 billion predictions <://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong> per day"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Credit Karma uses Bigtable to make</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" style="color: rgb(17, 85, 204);">60 billion predictions</a><span style="color: rgb(102, 102, 102);"> per day</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=0iCXY6VnpCc" target="_blank" rel="noopener" track-name="how go-jek uses bigtable as their feature store" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="0iCXY6VnpCc" track-metadata-child_headline="how go-jek uses bigtable as their feature store" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="how go-jek uses bigtable as their feature store <://www.youtube.com/watch?v=0icxy6vnpcc>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="0icxy6vnpcc"track-metadata-child_headline="how go-jek uses bigtable as their feature store <://www.youtube.com/watch?v=0icxy6vnpcc>"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Go-Jek uses Bigtable as their</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://www.youtube.com/watch?v=0iCXY6VnpCc" style="color: rgb(17, 85, 204);">feature store</a></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Learn how to use Bigtable with popular <a href="https://cloud.google.com/blog/products/databases/how-feast-feature-store-streamlines-ml-development" rel="noopener noreferrer" target="_blank">open-source feature stores</a>.</p></div></div></div></div><div class="lPxsQb"><div class="W0gjSc" jscontroller="asJtbb" jsaction="hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="learning resources" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-12"><div class="oUMQmb"><span aria-hidden="true" class="Ayz69c"><img alt="book" loading="lazy" width="24" class="vscMu MPvxGc" src="https://fonts.gstatic.com/s/i/short-term/release/googlesymbols/book/wght100fill1/20px.svg" /></span><h4 class="qtvVCb">Learning resources</h4></div></div><div class="zuOhl" id="ucj-12"><div class="spnCOe" jsslot><div class="qPg9F"><div class="z7M7uc"><h2 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Scale model training and serving</div></h2><div class="x9K9hf dK1mgd x9K9hf wVBoU"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Build feature stores to support low-latency predictions, cache data from GCS for fast access by HPC clusters and ML frameworks, and snapshot model weights during training with high-throughput, low-latency reads and writes, granular access control, and workload isolation.</div></div></div><div class="z7M7uc"><div class=" ZFJCXe"><div><div class="hcZGmf" jscontroller="ETS2ve" jsaction="rcuQ6b:npT2md; click:HTIlC(preventDefault=true)"><a href="#" class=" qisdgb UGQcq" track-name="ml infrastructure architecture reference diagram" track-type="media block" track-metadata-eventdetail="cloud.google.com" aria-label="ML Infrastructure Architecture Reference Diagram"><div class="DEedfe"><picture class="D0Blhe "><source srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512-rw-lo 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024-rw-lo 2x" type="image/webp"><source srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512-rj-sc0x00ffffff 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024-rj-sc0x00ffffff 2x" type="image/jpeg"><img alt="ML Infrastructure Architecture Reference Diagram" loading="lazy" width="512" class="vscMu " src="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512" srcset="https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s512-w512 1x, https://lh3.googleusercontent.com/V-BMcqRToYWT2dBYuWf5y5EUjlA-px3vD6KcUOUYDS6bUZzgs6xTreKFiPymWD7QOBx-XG4_f8FKGw=s1024-w1024 2x" /></picture></div><span aria-hidden="true" class="xssQxe"><svg width="24" height="24" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M20.49 19l-5.73-5.73C15.53 12.2 16 10.91 16 9.5A6.5 6.5 0 1 0 9.5 16c1.41 0 2.7-.47 3.77-1.24L19 20.49 20.49 19zM9.5 14C7.01 14 5 11.99 5 9.5S7.01 5 9.5 5 14 7.01 14 9.5 11.99 14 9.5 14zm1-5.5h2v2h-2v2h-2v-2h-2v-2h2v-2h2v2z"/></svg></span></a></div></div></div></div></div><div class="x9K9hf Bskbjf"><ul class="yNec1e com5n qPg9F DGGpye"><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=dwBj3S9H1_o&t=339s" target="_blank" rel="noopener" track-name="tamr and discord use bigtable to deliver ml-driven experiences" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="dwBj3S9H1_o" track-metadata-child_headline="tamr and discord use bigtable to deliver ml-driven experiences" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="tamr and discord use bigtable to deliver ml-driven experiences <://www.youtube.com/watch?v=dwbj3s9h1 o&t=339s>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="dwbj3s9h1 o"track-metadata-child_headline="tamr and discord use bigtable to deliver ml-driven experiences <://www.youtube.com/watch?v=dwbj3s9h1 o&t=339s>"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Tamr and Discord use Bigtable to </span><a href="https://www.youtube.com/watch?v=dwBj3S9H1_o&t=339s" style="color: rgb(17, 85, 204);">deliver ML-driven experiences</a></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" track-name="credit karma uses bigtable to make 60 billion predictions per day" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" track-metadata-child_headline="credit karma uses bigtable to make 60 billion predictions per day" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="credit karma uses bigtable to make 60 billion predictions <://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong> per day"track-metadata-eventdetail="cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong"track-metadata-child_headline="credit karma uses bigtable to make 60 billion predictions <://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong> per day"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">Credit Karma uses Bigtable to make</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://cloud.google.com/blog/products/databases/meet-our-data-champions-scott-wong" style="color: rgb(17, 85, 204);">60 billion predictions</a><span style="color: rgb(102, 102, 102);"> per day</span></p></div></div></div></a></li><li class="AZgcHf"><a class="aOrzRd OuJzyc" href="https://www.youtube.com/watch?v=0iCXY6VnpCc" target="_blank" rel="noopener" track-name="how go-jek uses bigtable as their feature store" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="0iCXY6VnpCc" track-metadata-child_headline="how go-jek uses bigtable as their feature store" track-metadata-module="product v3 common uses"track-metadata-module_headline="scale model training and serving"track-name="how go-jek uses bigtable as their feature store <://www.youtube.com/watch?v=0icxy6vnpcc>"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="0icxy6vnpcc"track-metadata-child_headline="how go-jek uses bigtable as their feature store <://www.youtube.com/watch?v=0icxy6vnpcc>"track-metadata-child_total="3"track-metadata-child_index="3" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="SVGK7b "><div class="UhOmDe"><div class="SmviNc CilWo "><p><span style="color: rgb(102, 102, 102);">How Go-Jek uses Bigtable as their</span><span style="color: rgb(0, 0, 0);"> </span><a href="https://www.youtube.com/watch?v=0iCXY6VnpCc" style="color: rgb(17, 85, 204);">feature store</a></p></div></div></div></a></li></ul></div><div class="x9K9hf dK1mgd ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Learn how to use Bigtable with popular <a href="https://cloud.google.com/blog/products/databases/how-feast-feature-store-streamlines-ml-development" rel="noopener noreferrer" target="_blank">open-source feature stores</a>.</p></div></div></div></div></div></div></div></div></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" id="how-bigtable-pricing-works" track-metadata-module="product v3 price table" jslog="191770;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="cws-jump-section" data-cws-menu-text="Pricing" id="pricing"><p class="W42XEf x9K9hf wVBoU">Pricing</p><div><div class="O1t01d"><table class="xIA6mc x9K9hf wVBoU wKvuPd "><thead><tr class="Ewb63 AHdHGf"><th colspan="1" class="sJIRi Nh2Phe D0aEmf">How Bigtable pricing works</th><th colspan="2" class="Td74rc">Bigtable pricing is based on compute capacity, database storage, backup storage, and network usage. Committed use discounts reduce the price further.</th></tr></thead><tr class="Ewb63"><th class="bjVqxe o5t3bd" ssk='1#0'>Service</th><th class="bjVqxe " ssk='1#1'>Description</th><th class="bjVqxe " ssk='1#2'>Price</th></tr><tr class="Ewb63 QM2ac" ssk='1#0'><td rowspan=1 class="D4dSv aJCPr " ssk='3:0-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Compute capacity</p></div></td><td rowspan=1 class="G0oLMd aJCPr " ssk='3:0-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Compute capacity is provisioned as nodes.</p></div></td><td rowspan=1 class="G0oLMd aJCPr " ssk='3:0-2'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.65</p><p class="Ppyawe">per node per hour</p></td></tr><tr class="Ewb63 " ssk='1#1'><td rowspan=2 class="D4dSv " ssk='3:1-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Data storage</p></div></td><td rowspan=1 class="G0oLMd KwbaOc " ssk='3:1-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><b>SSD</b></p><p>Pricing is based on the physical size of tables. Each replica is billed separately. Recommended for low-latency serving.</p></div></td><td rowspan=1 class="G0oLMd KwbaOc" ssk='3:1-2'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.17</p><p class="Ppyawe">per GB per month</p></td></tr><tr class="Ewb63 " ssk='1#2'><td rowspan=1 class="G0oLMd KwbaOc " ssk='3:2-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><b>HDD</b></p><p>Pricing is based on the physical size of tables. Each replica is billed separately.</p></div></td><td rowspan=1 class="G0oLMd KwbaOc" ssk='3:2-1'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.026</p><p class="Ppyawe">per GB per month</p></td></tr><tr class="Ewb63 QM2ac" ssk='1#3'><td rowspan=1 class="D4dSv aJCPr " ssk='3:3-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Backups</p></div></td><td rowspan=1 class="G0oLMd aJCPr " ssk='3:3-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Pricing is based on the physical size of backups. Bigtable backups are incremental.</p></div></td><td rowspan=1 class="G0oLMd aJCPr " ssk='3:3-2'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.026</p><p class="Ppyawe">per GB per month</p></td></tr><tr class="Ewb63 " ssk='1#4'><td rowspan=3 class="D4dSv " ssk='3:4-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Network</p></div></td><td rowspan=1 class="G0oLMd KwbaOc " ssk='3:4-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Ingress</p></div></td><td rowspan=1 class="G0oLMd KwbaOc" ssk='3:4-2'><p class="LTGdBd Nh2Phe D0aEmf">Free</p></td></tr><tr class="Ewb63 " ssk='1#5'><td rowspan=1 class="G0oLMd KwbaOc " ssk='3:5-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Egress within same region</p></div></td><td rowspan=1 class="G0oLMd KwbaOc" ssk='3:5-1'><p class="LTGdBd Nh2Phe D0aEmf">Free</p></td></tr><tr class="Ewb63 " ssk='1#6'><td rowspan=1 class="G0oLMd KwbaOc " ssk='3:6-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Egress between regions</p></div></td><td rowspan=1 class="G0oLMd KwbaOc" ssk='3:6-1'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.10</p><p class="Ppyawe">per GB</p></td></tr><tr class="Ewb63 QM2ac" ssk='1#7'><td rowspan=2 class="D4dSv aJCPr " ssk='3:7-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Replication</p></div></td><td rowspan=1 class="G0oLMd aJCPr KwbaOc " ssk='3:7-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Within same region</p></div></td><td rowspan=1 class="G0oLMd aJCPr KwbaOc" ssk='3:7-2'><p class="LTGdBd Nh2Phe D0aEmf">Free</p></td></tr><tr class="Ewb63 QM2ac" ssk='1#8'><td rowspan=1 class="G0oLMd aJCPr KwbaOc " ssk='3:8-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Between regions</p></div></td><td rowspan=1 class="G0oLMd aJCPr KwbaOc" ssk='3:8-1'><p class="eYjqse">Starting at</p><p class="LTGdBd Nh2Phe D0aEmf">$0.01</p><p class="Ppyawe">per GB</p></td></tr></table><div class="x9K9hf bClQob LXdPxc"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 22 22" fill="none"><rect x="11.3137" width="16" height="16" rx="2" transform="rotate(45 11.3137 0)" fill="#FBBC04"/></svg><div class="B7wtbf ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><span style="color: rgb(0, 0, 0);">Learn more about Bigtable </span><a href="https://cloud.google.com/bigtable/pricing" style="color: rgb(17, 85, 204);">pricing</a><span style="color: rgb(0, 0, 0);"> and </span><a href="https://cloud.google.com/bigtable/docs/cuds" style="color: rgb(17, 85, 204);">committed use discounts</a><span style="color: rgb(0, 0, 0);">.</span></p></div></div></div></div><div class="pfBpK"><div class="VuYQ5d x9K9hf Bskbjf"><div><div class="AHdHGf"><div class="F6bRCe"><p class="Nh2Phe D0aEmf Qifuzf">How Bigtable pricing works</p><p class="EAoy4b stvWUe">Bigtable pricing is based on compute capacity, database storage, backup storage, and network usage. Committed use discounts reduce the price further.</p></div></div><div class="GUjj1 QM2ac" ssk='1#0'><div class="Nh2Phe D0aEmf VinLZ" ssk='3:0-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Compute capacity</p></div></div><div class="gUKm9 LmenVd" ssk='15:0-1-Description'>Description</div><div class="QMH1d gUKm9 " ssk='3:0-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Compute capacity is provisioned as nodes.</p></div></div><div class="gUKm9 LmenVd" ssk='9:0-2-Price'>Price</div><div class="QMH1d" ssk='3:0-2'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.65</p><p class="Ppyawe">per node per hour</p></div></div><div class="GUjj1 " ssk='1#1'><div class="Nh2Phe D0aEmf VinLZ" ssk='3:1-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Data storage</p></div></div><div class="gUKm9 LmenVd" ssk='15:1-1-Description'>Description</div><div class="QMH1d gUKm9 " ssk='3:1-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><b>SSD</b></p><p>Pricing is based on the physical size of tables. Each replica is billed separately. Recommended for low-latency serving.</p></div></div><div class="gUKm9 LmenVd" ssk='9:1-2-Price'>Price</div><div class="QMH1d" ssk='3:1-2'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.17</p><p class="Ppyawe">per GB per month</p></div></div><div class="GUjj1 " ssk='1#2'><div class="QMH1d gUKm9 " ssk='3:2-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><b>HDD</b></p><p>Pricing is based on the physical size of tables. Each replica is billed separately.</p></div></div><div class="gUKm9 LmenVd" ssk='15:2-1-Description'>Description</div><div class="QMH1d" ssk='3:2-1'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.026</p><p class="Ppyawe">per GB per month</p></div></div><div class="GUjj1 QM2ac" ssk='1#3'><div class="Nh2Phe D0aEmf VinLZ" ssk='3:3-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Backups</p></div></div><div class="gUKm9 LmenVd" ssk='15:3-1-Description'>Description</div><div class="QMH1d gUKm9 " ssk='3:3-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Pricing is based on the physical size of backups. Bigtable backups are incremental.</p></div></div><div class="gUKm9 LmenVd" ssk='9:3-2-Price'>Price</div><div class="QMH1d" ssk='3:3-2'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.026</p><p class="Ppyawe">per GB per month</p></div></div><div class="GUjj1 " ssk='1#4'><div class="Nh2Phe D0aEmf VinLZ" ssk='3:4-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Network</p></div></div><div class="gUKm9 LmenVd" ssk='15:4-1-Description'>Description</div><div class="QMH1d gUKm9 " ssk='3:4-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Ingress</p></div></div><div class="gUKm9 LmenVd" ssk='9:4-2-Price'>Price</div><div class="QMH1d" ssk='3:4-2'><p class="LTGdBd PN0Fre D0aEmf">Free</p></div></div><div class="GUjj1 " ssk='1#5'><div class="QMH1d gUKm9 " ssk='3:5-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Egress within same region</p></div></div><div class="gUKm9 LmenVd" ssk='15:5-1-Description'>Description</div><div class="QMH1d" ssk='3:5-1'><p class="LTGdBd PN0Fre D0aEmf">Free</p></div></div><div class="GUjj1 " ssk='1#6'><div class="QMH1d gUKm9 " ssk='3:6-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Egress between regions</p></div></div><div class="gUKm9 LmenVd" ssk='15:6-1-Description'>Description</div><div class="QMH1d" ssk='3:6-1'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.10</p><p class="Ppyawe">per GB</p></div></div><div class="GUjj1 QM2ac" ssk='1#7'><div class="Nh2Phe D0aEmf VinLZ" ssk='3:7-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Replication</p></div></div><div class="gUKm9 LmenVd" ssk='15:7-1-Description'>Description</div><div class="QMH1d gUKm9 " ssk='3:7-1'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Within same region</p></div></div><div class="gUKm9 LmenVd" ssk='9:7-2-Price'>Price</div><div class="QMH1d" ssk='3:7-2'><p class="LTGdBd PN0Fre D0aEmf">Free</p></div></div><div class="GUjj1 QM2ac" ssk='1#8'><div class="QMH1d gUKm9 " ssk='3:8-0'><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p>Between regions</p></div></div><div class="gUKm9 LmenVd" ssk='15:8-1-Description'>Description</div><div class="QMH1d" ssk='3:8-1'><p class="eYjqse">Starting at</p><p class="LTGdBd PN0Fre D0aEmf">$0.01</p><p class="Ppyawe">per GB</p></div></div></div></div><div class="x9K9hf bClQob LXdPxc"><svg xmlns="http://www.w3.org/2000/svg" width="22" height="22" viewBox="0 0 22 22" fill="none"><rect x="11.3137" width="16" height="16" rx="2" transform="rotate(45 11.3137 0)" fill="#FBBC04"/></svg><div class="B7wtbf ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><p><span style="color: rgb(0, 0, 0);">Learn more about Bigtable </span><a href="https://cloud.google.com/bigtable/pricing" style="color: rgb(17, 85, 204);">pricing</a><span style="color: rgb(0, 0, 0);"> and </span><a href="https://cloud.google.com/bigtable/docs/cuds" style="color: rgb(17, 85, 204);">committed use discounts</a><span style="color: rgb(0, 0, 0);">.</span></p></div></div></div></div></div><div class="vpWAad"><div class="ZhTEef"><div class="TPc3Y Qd8D2d d6SHGd"><div class="ijLgjc"><div class="d97h9 vpWAad"><div class="agXpqd"><div class=""><div class="yTFDmd "><h3 class="W42XEf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">PRICING CALCULATOR</div></h3><div class="ZF0dQe D0aEmf giuCWe"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Estimate your monthly Bigtable costs, including region specific pricing and fees.</div></div></div></div><div class="p00nX"><a href="https://cloud.google.com/products/calculator" class="tltOzc XEjrAc rP2xkc" track-type="button" track-metadata-eventdetail="cloud.google.com/products/calculator" track-metadata-modifier="low-emphasis" track-metadata-module="product v3 price table"track-metadata-module_headline="pricing calculator"track-name="estimate your costs"track-metadata-eventdetail="cloud.google.com/products/calculator">Estimate your costs</a></div></div></div></div></div></div><div class="ZhTEef"><div class="TPc3Y fuezid d6SHGd"><div class="ijLgjc"><div class="d97h9 vpWAad"><div class="agXpqd"><div class=""><div class="yTFDmd "><h3 class="W42XEf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">CUSTOM QUOTE</div></h3><div class="ZF0dQe D0aEmf giuCWe"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Connect with our sales team to get a custom quote for your organization.</div></div></div></div><div class="p00nX"><a href="https://cloud.google.com/contact" class="tltOzc XEjrAc rP2xkc" track-type="button" track-metadata-eventdetail="cloud.google.com/contact" track-metadata-modifier="low-emphasis" track-metadata-module="product v3 price table"track-metadata-module_headline="custom quote"track-name="request a quote"track-metadata-eventdetail="cloud.google.com/contact" jslog="192550;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Request a quote</a></div></div></div></div></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" id="user-you-300-credit-new-users" track-metadata-module="proof of concept" jslog="191762;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div id="proof-of-concept"><div class="TPc3Y GOsz5b tlKCe R4hnSc"><div class="ijLgjc"><div class="j328yc"><div class=" RFr6kb"><div class="yTFDmd "><h3 class="Nh2Phe D0aEmf GkuOsd"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Start your Bigtable proof of concept</div></h3></div></div></div><div class="d97h9 vpWAad"><div class="agXpqd"><div class=""><div class="yTFDmd "><h3 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">User you $300 credit (new users)</div></h3><div class="CARFQb"><a href="https://console.cloud.google.com/freetrial?redirectPath=bigtable" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" class="tltOzc xSaWue x9K9hf bClQob" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis" track-metadata-module="proof of concept"track-metadata-module_headline="user you $300 credit (new users)"track-name="try bigtable free"track-metadata-eventdetail="console.cloud.google.com/freetrial" jslog="192548;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Try Bigtable free</a></div></div></div></div><div class="agXpqd"><div class=""><div class="yTFDmd "><h3 class="MyvX5d D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Learn how to use Bigtable</div></h3><div class="CARFQb"><a href="https://cloud.google.com/bigtable/docs/create-instance-write-data-cbt-cli" class="tltOzc dODu0 x9K9hf bClQob" track-type="button" track-metadata-eventdetail="cloud.google.com/bigtable/docs/create-instance-write-data-cbt-cli" track-metadata-modifier="medium-emphasis" track-metadata-module="proof of concept"track-metadata-module_headline="user you $300 credit (new users)"track-name="view quickstart"track-metadata-eventdetail="cloud.google.com/bigtable/docs/create-instance-write-data-cbt-cli" jslog="192553;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">View quickstart</a></div></div></div></div></div><div class="eMuMVb"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" "><div class="TPc3Y GOsz5b xEj8yf x9K9hf Bskbjf cxVNab"><div class="ijLgjc"><div class="d97h9 vpWAad"><div class="agXpqd"><div class=" ByP8N"><div class="QeCP3e "><img alt="" loading="lazy" width="24" class="vscMu " src="https://www.gstatic.com/cgc/product-v3/proof-of-concept-blue.svg" /></div><div class="yTFDmd YtDHnb"><h3 class="ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Federate queries from BigQuery into Bigtable</div></h3><div class="CARFQb"><a href="https://cloud.google.com/blog/products/data-analytics/bigtable-bigquery-federation-brings-hot--cold-data-closer" class="tltOzc vDNhre XEjrAc rP2xkc" track-type="button" track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigtable-bigquery-federation-brings-hot--cold-data-closer" track-metadata-modifier="low-emphasis-reversed" track-metadata-module="proof of concept"track-metadata-module_headline="user you $300 credit (new users)"track-name="learn more"track-metadata-eventdetail="cloud.google.com/blog/products/data-analytics/bigtable-bigquery-federation-brings-hot--cold-data-closer"track-metadata-child_headline="federate queries from bigquery into bigtable"track-metadata-child_total="3"track-metadata-child_index="1" jslog="192551;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Learn more</a></div></div></div></div><div class="agXpqd"><div class=" ByP8N"><div class="QeCP3e "><img alt="" loading="lazy" width="24" class="vscMu " src="https://www.gstatic.com/cgc/product-v3/proof-of-concept-yellow.svg" /></div><div class="yTFDmd YtDHnb"><h3 class="ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Migrate from HBase, Cassandra, Aerospike, or DynamoDB to Bigtable</div></h3><div class="CARFQb"><a href="https://cloud.google.com/bigtable/docs/migrate" class="tltOzc vDNhre XEjrAc rP2xkc" track-type="button" track-metadata-eventdetail="cloud.google.com/bigtable/docs/migrate" track-metadata-modifier="low-emphasis-reversed" track-metadata-module="proof of concept"track-metadata-module_headline="user you $300 credit (new users)"track-name="read the guide"track-metadata-eventdetail="cloud.google.com/bigtable/docs/migrate"track-metadata-child_headline="migrate from hbase, cassandra, aerospike, or dynamodb to bigtable"track-metadata-child_total="3"track-metadata-child_index="2" jslog="192553;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Read the guide</a></div></div></div></div><div class="agXpqd"><div class=" ByP8N"><div class="QeCP3e "><img alt="" loading="lazy" width="24" class="vscMu " src="https://www.gstatic.com/cgc/product-v3/proof-of-concept-green.svg" /></div><div class="yTFDmd YtDHnb"><h3 class="ZF0dQe D0aEmf"><div jsaction="rcuQ6b:npT2md" jscontroller="M0Q3Qb" class=" ">Dive into coding with examples</div></h3><div class="CARFQb"><a href="https://cloud.google.com/bigtable/docs?hl=en#code-samples" class="tltOzc vDNhre XEjrAc rP2xkc" track-type="button" track-metadata-eventdetail="cloud.google.com/bigtable/docs" track-metadata-modifier="low-emphasis-reversed" track-metadata-module="proof of concept"track-metadata-module_headline="user you $300 credit (new users)"track-name="use code samples"track-metadata-eventdetail="cloud.google.com/bigtable/docs"track-metadata-child_headline="dive into coding with examples"track-metadata-child_total="3"track-metadata-child_index="3">Use code samples</a></div></div></div></div></div></div></div></div></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" track-metadata-module="business case" jslog="191764;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="cws-jump-section" data-cws-menu-text="Business Case" id="business-case"><p class="W42XEf x9K9hf wVBoU x9K9hf dK1mgd">Business Case</p><div class="x9K9hf DDohKf"><div class="qPg9F x9K9hf sJb7xe x9K9hf Bskbjf"><p class="ipyBKf MyvX5d D0aEmf"><p><span style="color: rgb(0, 0, 0);">Explore how other businesses built innovative apps to deliver great customer experiences, cut costs, and increase ROI with Bigtable</span></p></p></div><hr class="aYzuxd"><div class="qPg9F x9K9hf sJb7xe x9K9hf Bskbjf"><div class="HOEmmf"><p class="Nh2Phe D0aEmf x9K9hf wVBoU x9K9hf dK1mgd">Explore how Box modernized their NoSQL databases with Bigtable</p><p class="wlROcd x9K9hf sJb7xe">Box enhanced scalability and availability while reducing cost to manage, through a seamless migration.</p><a href="https://www.youtube.com/watch?v=DteQ09WFhaU" target="_blank" rel="noopener" class="tltOzc xSaWue" track-type="button" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-video_id="DteQ09WFhaU" track-metadata-modifier="high-emphasis" track-metadata-module="business case"track-metadata-module_headline="box enhanced scalability and availability while reducing cost to manage, through a seamless migration."track-name="watch the video"track-metadata-eventdetail="www.youtube.com/watch"track-metadata-video-id="dteq09wfhau" jslog="192559;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Watch the video</a></div><div class="KXFYXb"><div class="zrA9G" role="complementary" aria-label="Related content 1"><div class="ugtMde"><h3 class="uvFcib">Related content</h3></div><ul class="NIb6jd"><li class="rHGg7c"><a class="oMyIyc" href="https://cloud.google.com/blog/products/databases/sabre-powers-the-travel-industry-with-google-cloud" 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data-cws-menu-text="Partners & Integration" id="partners-and-integration"><p class="W42XEf x9K9hf wVBoU x9K9hf dK1mgd">Partners & Integration</p><div class="qPg9F"><div class="ipyBKf"><h5 class="MyvX5d D0aEmf x9K9hf Bskbjf x9K9hf sJb7xe">Take advantage of partners with Bigtable expertise to help you at every step of the journey, from assessments and business cases to migrations and building new apps on Bigtable.</h5></div></div><div class="kxvzvb"><div jscontroller="lK5bCd" jsaction="keydown:Jmgzxb; click:MhjYq;rcuQ6b:npT2md;" jsshadow class="U8RqPe" data-id="ucj-13" id="ucj-13"><nav role="tablist" class=" KWEYBc "><span class="IiNR2e S9fUMc" role="tab" aria-selected="true" tabindex="0" jscontroller="XjxtMe" jsname="AznF2e" track-name="system integrators" track-type="tab" id="ucj-13-0-tab" aria-controls="ucj-13-0-panel" jsshadow><h4 class=" m7ELIf" id="ucj-13-0" data-tab-id="ucj-13-0">System integrators</h4></span></nav><div role="tabpanel" jscontroller="yvtGac" jsname="V45Ojf" 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Go to the </span><a href="https://cloud.google.com/find-a-partner/?search=database&hl=en&initiatives=Managed%20Services%20Provider" style="color: rgb(17, 85, 204);"><b>partner directory</b></a><span style="color: rgb(0, 0, 0);">.</span></p></div></div></div></div></div></section><section class="H8asR x9K9hf DDohKf" id="learn-more" track-metadata-module="product v3 faq" jslog="191772;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;"><div class="x9K9hf DDohKf" class="cws-jump-section" data-cws-menu-text="FAQ" id="faq"><div class="W0gjSc" jscontroller="asJtbb" jsaction="K3SQNd:cY46wf;hTVGPc:uAM5ec;rcuQ6b:npT2md" jsshadow><div class="bCsmhd"><p class="jQ1qzf">FAQ</p><span class="TlsJQd"><button type="button" class="tltOzc MExMre rP2xkc" track-name="expand all" track-type="button" track-metadata-modifier="low-emphasis" aria-label="Toggle all" aria-expanded=false jsaction="click:iRCz5">Expand all<span aria-hidden="true" class="KafONe"><svg width="18" height="18" viewBox="0 0 24 24" focusable="false" class="MPvxGc NMm5M"><path d="M8.92 9.91L12 6.83l3.08 3.08L16.5 8.5 12 4 7.5 8.5zm6.16 4.18L12 17.17l-3.08-3.08L7.5 15.5 12 20l4.5-4.5z"/></svg></span></button></span></div><div class="PnleUc qs41qe" jscontroller="ETeHdb" jsname="U9pB0e" track-name="what type of database is bigtable?" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="true" aria-controls="ucj-15"><div class="oUMQmb"><h4 class="qtvVCb">What type of database is Bigtable?</h4></div></div><div class="zuOhl" id="ucj-15"><div class="spnCOe" jsslot><div class="qPg9F"><div class="ipyBKf"><p>Bigtable is a NoSQL database service, specifically a key-value store that allows for very wide tables with tens of thousands of columns, hence also referred to as a wide-column database or a distributed multi-dimensional map. It is a NoSQL database in the "Not only SQL" sense, rather than "zero SQL". </p><p>Bigtable is most similar to popular open source projects it inspired, such as Apache HBase and Cassandra, and hence is the most common destination for customers that deal with large data volumes looking for a high-performance, cost-effective, fully managed NoSQL database solution on Google Cloud.</p></div></div></div></div></div><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="does bigtable support sql?" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-16"><div class="oUMQmb"><h4 class="qtvVCb">Does Bigtable support SQL?</h4></div></div><div class="zuOhl" id="ucj-16"><div class="spnCOe" jsslot><div class="qPg9F"><div class="ipyBKf"><p>In addition to its Key-Value APIs, Bigtable also supports SQL queries in three different ways:</p><ul><li>For low-latency application development, Bigtable offers a <a href="https://cloud.google.com/bigtable/docs/introduction-sql" rel="noopener noreferrer" target="_blank">SQL query API</a> that builds upon GoogleSQL with extensions for the wide-column data model resembling Cassandra Query Language (CQL).</li><li>For data science use cases or other kinds of batch processing and ETL, Bigtable supports SparkSQL using its <a href="https://cloud.google.com/bigtable/docs/use-bigtable-spark-connector" rel="noopener noreferrer" target="_blank">Spark client</a>.</li><li>For users who want to do post-hoc exploratory analysis or blend data from multiple sources for batch analytics, Bigtable data can also be accessed from BigQuery. Simply <a href="https://cloud.google.com/bigtable/docs/bigquery-analysis" rel="noopener noreferrer" target="_blank">register</a> your Bigtable tables in BigQuery and query like any other BigQuery table without any ETL or data duplication.</li></ul></div></div></div></div></div><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="how do i migrate databases to bigtable?" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-17"><div class="oUMQmb"><h4 class="qtvVCb">How do I migrate databases to Bigtable?</h4></div></div><div class="zuOhl" id="ucj-17"><div class="spnCOe" jsslot><div class="qPg9F"><div class="ipyBKf"><p>Bigtable offers <a href="https://cloud.google.com/bigtable/docs/migrate">migration tooling</a> that enables faster and simpler onboarding by ensuring accurate data migration with reduced effort. <a href="https://hbase.apache.org/">HBase</a> Bigtable <a href="https://github.com/googleapis/java-bigtable-hbase/tree/main/hbase-migration-tools/bigtable-hbase-replication">replication library</a> allows for no-downtime live migrations with <a href="https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#snapshots-preferred-method">import</a> and <a href="https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#validating-data">validation</a> tools to easily load HBase snapshots into Bigtable while <a href="https://cloud.google.com/dataflow/docs/guides/templates/provided/cassandra-to-bigtable">Dataflow templates</a> simplify migrations from <a href="https://cloud.google.com/architecture/cloud-bigtable-for-cassandra-users">Cassandra</a> to Bigtable. </p></div></div></div></div></div><div class="PnleUc" jscontroller="ETeHdb" jsname="U9pB0e" track-name="is bigtable serverless?" track-type="accordion"><div class="OBc7Y" role="button" jsaction="click:h5M12e" tabindex="0" aria-expanded="false" aria-controls="ucj-18"><div class="oUMQmb"><h4 class="qtvVCb">Is Bigtable serverless?</h4></div></div><div class="zuOhl" id="ucj-18"><div class="spnCOe" jsslot><div class="qPg9F"><div class="ipyBKf"><p>Bigtable storage is billed per GB used similar to a serverless model. Bigtable also offers linear horizontal scaling and can automatically scale up and down compute resources in response to demand fluctuations. Hence it doesn’t require a long term capacity commitment for storage or compute. However, pricing for low-latency compute is capacity-based and billed per node, not per request where each node can serve up to 17K requests per second. This makes Bigtable price more favorable for larger workloads but less ideal for small applications, which may be more suitable for Google Cloud databases such as <a href="https://cloud.google.com/firestore" rel="noopener noreferrer" target="_blank">Firestore</a>.</p><p>For batch data processing Bigtable offers <a href="https://cloud.google.com/bigtable/docs/data-boost-overview?_gl=1*ryq9in*_ga*MTQ0OTI3OTA2MS4xNzEwNTQzMDYx*_ga_4LYFWVHBEB*MTcxMDY0MjY2Ny4xLjEuMTcxMDY0NDAwMC4wLjAuMA.." rel="noopener noreferrer" target="_blank">Data Boost</a>, which bills in Serverless Processing Units (SPU).</p></div></div></div></div></div></div><div class="x9K9hf n0Irhc Nh2Phe D0aEmf">Learn more</div><div class="x9K9hf dK1mgd"><div class="GTT0Rb lj7Qvd"><a href="https://cloud.google.com/bigtable/docs/media" class="tltOzc dODu0" track-type="button" track-metadata-eventdetail="cloud.google.com/bigtable/docs/media" track-metadata-modifier="medium-emphasis" track-metadata-module="product v3 faq"track-metadata-module_headline="learn more"track-name="discover more user stories"track-metadata-eventdetail="cloud.google.com/bigtable/docs/media" jslog="192553;track:click;fYPJpb:W1tudWxsLCIvYmlndGFibGUiXV0=;">Discover more user stories</a><a href="https://groups.google.com/g/google-cloud-bigtable-discuss" target="_blank" rel="noopener" class="tltOzc dODu0" track-type="button" track-metadata-eventdetail="groups.google.com/g/google-cloud-bigtable-discuss" track-metadata-modifier="medium-emphasis" track-metadata-module="product v3 faq"track-metadata-module_headline="learn more"track-name="ask the community"track-metadata-eventdetail="groups.google.com/g/google-cloud-bigtable-discuss">Ask the community</a></div></div></div></section></div></div></div></div></div></div></div></div><c-data id="i1" jsdata=" X8xZE;_;1"></c-data></c-wiz><script aria-hidden="true" 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class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/finance.svg" alt=""></div><div class="VnLQsc">Financial Services</div><div class="uf0LCd">Computing, data management, and analytics tools for financial services.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/healthcare-life-sciences/" track-name="healthcare and life sciences" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/healthcare-life-sciences/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/hcls.svg" alt=""></div><div class="VnLQsc">Healthcare and Life Sciences</div><div class="uf0LCd">Advance research at scale and empower healthcare innovation.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/media-entertainment/" track-name="media and entertainment" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/media-entertainment/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/media.svg" alt=""></div><div class="VnLQsc">Media and Entertainment</div><div class="uf0LCd">Solutions for content production and distribution operations.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/telecommunications/" track-name="telecommunications" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/telecommunications/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/telecommunications.svg" alt=""></div><div class="VnLQsc">Telecommunications</div><div class="uf0LCd">Hybrid and multi-cloud services to deploy and monetize 5G.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/games/" track-name="games" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/games/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/gaming.svg" alt=""></div><div class="VnLQsc">Games</div><div class="uf0LCd">AI-driven solutions to build and scale games faster.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/manufacturing/" track-name="manufacturing" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/manufacturing/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/manufacturing.svg" alt=""></div><div class="VnLQsc">Manufacturing</div><div class="uf0LCd">Migration and AI tools to optimize the manufacturing value chain.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/supply-chain-logistics/" track-name="supply chain and logistics" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/supply-chain-logistics/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/supply-chain.svg" alt=""></div><div class="VnLQsc">Supply Chain and Logistics</div><div class="uf0LCd">Enable sustainable, efficient, and resilient data-driven operations across supply chain and logistics operations.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/government/" track-name="government" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/government/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/government.svg" alt=""></div><div class="VnLQsc">Government</div><div class="uf0LCd">Data storage, AI, and analytics solutions for government agencies.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/education/" track-name="education" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/education/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/icon-sprite.svg#education" alt=""></div><div class="VnLQsc">Education</div><div class="uf0LCd">Teaching tools to provide more engaging learning experiences.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions#industry-solutions" track-name="see all industry solutions" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">See all industry solutions</div></a></li></ul></div><div class="QbmHmb " ssk='1#1'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/camp/" track-name="application modernization" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/camp/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Application Modernization</div><div class="uf0LCd">Assess, plan, implement, and measure software practices and capabilities to modernize and simplify your organization’s business application portfolios.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/camp/" track-name="camp" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/camp/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">CAMP</div><div class="uf0LCd">Program that uses DORA to improve your software delivery capabilities.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/modernize-traditional-applications/" track-name="modernize traditional applications" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/modernize-traditional-applications/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Modernize Traditional Applications</div><div class="uf0LCd">Analyze, categorize, and get started with cloud migration on traditional workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/migrate-from-paas/" track-name="migrate from paas: cloud foundry, openshift" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/migrate-from-paas/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate from PaaS: Cloud Foundry, Openshift</div><div class="uf0LCd">Tools for moving your existing containers into Google's managed container services.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/mainframe-modernization/" track-name="migrate from mainframe" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/mainframe-modernization/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate from Mainframe</div><div class="uf0LCd">Automated tools and prescriptive guidance for moving your mainframe apps to the cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/software-delivery/" track-name="modernize software delivery" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/software-delivery/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Modernize Software Delivery</div><div class="uf0LCd">Software supply chain best practices - innerloop productivity, CI/CD and S3C.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/devops/" track-name="devops best practices" track-type="nav" track-metadata-eventdetail="cloud.google.com/devops/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">DevOps Best Practices</div><div class="uf0LCd">Processes and resources for implementing DevOps in your org.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/sre/" track-name="sre principles" track-type="nav" track-metadata-eventdetail="cloud.google.com/sre/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">SRE Principles</div><div class="uf0LCd">Tools and resources for adopting SRE in your org.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/app-modernization/day-2-operations-for-gke/" track-name="day 2 operations for gke" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/app-modernization/day-2-operations-for-gke/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Day 2 Operations for GKE</div><div class="uf0LCd">Tools and guidance for effective GKE management and monitoring.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/finops-optimize-gke/" track-name="finops and optimization of gke" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/finops-optimize-gke/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">FinOps and Optimization of GKE</div><div class="uf0LCd">Best practices for running reliable, performant, and cost effective applications on GKE.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/modernize-with-edge/" track-name="run applications at the edge" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/modernize-with-edge/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Run Applications at the Edge</div><div class="uf0LCd">Guidance for localized and low latency apps on Google’s hardware agnostic edge solution.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/architect-multicloud/" track-name="architect for multicloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/architect-multicloud/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Architect for Multicloud</div><div class="uf0LCd">Manage workloads across multiple clouds with a consistent platform.</div></a></li></ul><ul class="GYqsyb" ssk='2#12'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/serverless/" track-name="go serverless" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/serverless/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Go Serverless</div><div class="uf0LCd">Fully managed environment for developing, deploying and scaling apps.</div></a></li></ul></div><div class="QbmHmb " ssk='1#2'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/ai/" track-name="artificial intelligence" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/ai/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Artificial Intelligence</div><div class="uf0LCd">Add intelligence and efficiency to your business with AI and machine learning.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/customer-engagement-ai/" track-name="customer engagement suite with google ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/customer-engagement-ai/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Customer Engagement Suite with Google AI</div><div class="uf0LCd">End-to-end application that combines our most advanced conversational AI.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/document-ai/" track-name="document ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/document-ai/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Document AI</div><div class="uf0LCd">Document processing and data capture automated at scale.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/retail-product-discovery/" track-name="vertex ai search for retail" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/retail-product-discovery/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Vertex AI Search for retail</div><div class="uf0LCd">Google-quality search and product recommendations for retailers.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/gemini/" track-name="gemini for google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/gemini/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Gemini for Google Cloud</div><div class="uf0LCd">AI assistants for application development, coding, and more.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/use-cases/generative-ai/" track-name="generative ai on google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/use-cases/generative-ai/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Generative AI on Google Cloud</div><div class="uf0LCd">Transform content creation and discovery, research, customer service, and developer efficiency with the power of generative AI.</div></a></li></ul></div><div class="QbmHmb " ssk='1#3'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/apis-and-applications/" track-name="apis and applications" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/apis-and-applications/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">APIs and Applications</div><div class="uf0LCd">Speed up the pace of innovation without coding, using APIs, apps, and automation.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/new-channels-using-apis/" track-name="new business channels using apis" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/new-channels-using-apis/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">New Business Channels Using APIs</div><div class="uf0LCd">Attract and empower an ecosystem of developers and partners.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/unlocking-legacy-applications/" track-name="unlocking legacy applications using apis" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/unlocking-legacy-applications/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Unlocking Legacy Applications Using APIs</div><div class="uf0LCd">Cloud services for extending and modernizing legacy apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/open-banking-apix/" track-name="open banking apix" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/open-banking-apix/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Open Banking APIx</div><div class="uf0LCd">Simplify and accelerate secure delivery of open banking compliant APIs.</div></a></li></ul></div><div class="QbmHmb " ssk='1#4'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/smart-analytics/" track-name="data analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Data Analytics</div><div class="uf0LCd">Generate instant insights from data at any scale with a serverless, fully managed analytics platform that significantly simplifies analytics.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/data-migration/" track-name="data migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/data-migration/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Data Migration</div><div class="uf0LCd">Migrate and modernize with an AI-ready data platform.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/data-lake/" track-name="data lake modernization" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/data-lake/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Data Lake Modernization</div><div class="uf0LCd">Services for building and modernizing your data lake.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/stream-analytics/" track-name="stream analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/stream-analytics/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Stream Analytics</div><div class="uf0LCd">Insights from ingesting, processing, and analyzing event streams.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/marketing-analytics/" track-name="marketing analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/marketing-analytics/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Marketing Analytics</div><div class="uf0LCd">Solutions for collecting, analyzing, and activating customer data.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/datasets/" track-name="datasets" track-type="nav" track-metadata-eventdetail="cloud.google.com/datasets/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Datasets</div><div class="uf0LCd">Data from Google, public, and commercial providers to enrich your analytics and AI initiatives.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/business-intelligence/" track-name="business intelligence" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/business-intelligence/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Business Intelligence</div><div class="uf0LCd">Solutions for modernizing your BI stack and creating rich data experiences.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/use-cases/ai-data-analytics/" track-name="ai for data analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com/use-cases/ai-data-analytics/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">AI for Data Analytics</div><div class="uf0LCd">Write SQL, build predictive models, and visualize data with AI for data analytics.</div></a></li></ul></div><div class="QbmHmb " ssk='1#5'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/databases/" track-name="databases" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/databases/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Databases</div><div class="uf0LCd">Migrate and manage enterprise data with security, reliability, high availability, and fully managed data services.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/database-migration/" track-name="database migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/database-migration/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Database Migration</div><div class="uf0LCd">Guides and tools to simplify your database migration life cycle.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/database-modernization/" track-name="database modernization" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/database-modernization/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Database Modernization</div><div class="uf0LCd">Upgrades to modernize your operational database infrastructure.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/databases/games/" track-name="databases for games" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/databases/games/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Databases for Games</div><div class="uf0LCd">Build global, live games with Google Cloud databases.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/databases/" track-name="google cloud databases" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/databases/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Cloud Databases</div><div class="uf0LCd">Database services to migrate, manage, and modernize data.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/migrate-oracle-workloads/" track-name="migrate oracle workloads to google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/migrate-oracle-workloads/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate Oracle workloads to Google Cloud</div><div class="uf0LCd">Rehost, replatform, rewrite your Oracle workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/open-source-databases/" track-name="open source databases" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/open-source-databases/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Open Source Databases</div><div class="uf0LCd">Fully managed open source databases with enterprise-grade support.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/sql-server/" track-name="sql server on google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/sql-server/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">SQL Server on Google Cloud</div><div class="uf0LCd">Options for running SQL Server virtual machines on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/gemini/databases/" track-name="gemini for databases" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/gemini/databases/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Gemini for Databases</div><div class="uf0LCd">Supercharge database development and management with AI.</div></a></li></ul></div><div class="QbmHmb " ssk='1#6'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/infrastructure-modernization/" track-name="infrastructure modernization" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/infrastructure-modernization/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Infrastructure Modernization</div><div class="uf0LCd">Migrate quickly with solutions for SAP, VMware, Windows, Oracle, and other workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/application-migration/" track-name="application migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/application-migration/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Application Migration</div><div class="uf0LCd">Discovery and analysis tools for moving to the cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/sap/" track-name="sap on google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/sap/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">SAP on Google Cloud</div><div class="uf0LCd">Certifications for running SAP applications and SAP HANA.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/hpc/" track-name="high performance computing" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/hpc/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">High Performance Computing</div><div class="uf0LCd">Compute, storage, and networking options to support any workload.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/windows/" track-name="windows on google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/windows/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Windows on Google Cloud</div><div class="uf0LCd">Tools and partners for running Windows workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/data-center-migration/" track-name="data center migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/data-center-migration/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Data Center Migration</div><div class="uf0LCd">Migration solutions for VMs, apps, databases, and more.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/active-assist/" track-name="active assist" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/active-assist/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Active Assist</div><div class="uf0LCd">Automatic cloud resource optimization and increased security.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/virtual-desktops/" track-name="virtual desktops" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/virtual-desktops/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Virtual Desktops</div><div class="uf0LCd">Remote work solutions for desktops and applications (VDI & DaaS).</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/cloud-migration-program/" track-name="rapid migration and modernization program" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/cloud-migration-program/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Rapid Migration and Modernization Program</div><div class="uf0LCd">End-to-end migration program to simplify your path to the cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/backup-dr/" track-name="backup and disaster recovery" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/backup-dr/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Backup and Disaster Recovery</div><div class="uf0LCd">Ensure your business continuity needs are met.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/redhat/" track-name="red hat on google cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/redhat/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Red Hat on Google Cloud</div><div class="uf0LCd">Google and Red Hat provide an enterprise-grade platform for traditional on-prem and custom applications.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/cross-cloud-network/" track-name="cross-cloud network" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/cross-cloud-network/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Cross-Cloud Network</div><div class="uf0LCd">Simplify hybrid and multicloud networking, and secure your workloads, data, and users.</div></a></li></ul><ul class="GYqsyb" ssk='2#12'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/observability/" track-name="observability" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/observability/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Observability</div><div class="uf0LCd">Monitor, troubleshoot, and improve app performance with end-to-end visibility.</div></a></li></ul></div><div class="QbmHmb " ssk='1#7'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/enterprise/" target="_blank" rel="noopener" track-name="productivity and collaboration" track-type="nav" track-metadata-eventdetail="workspace.google.com/enterprise/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Productivity and Collaboration</div><div class="uf0LCd">Change the way teams work with solutions designed for humans and built for impact.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" target="_blank" rel="noopener" track-name="google workspace" track-type="nav" track-metadata-eventdetail="workspace.google.com/solutions/enterprise/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Workspace</div><div class="uf0LCd">Collaboration and productivity tools for enterprises.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/essentials/" target="_blank" rel="noopener" track-name="google workspace essentials" track-type="nav" track-metadata-eventdetail="workspace.google.com/essentials/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Workspace Essentials</div><div class="uf0LCd">Secure video meetings and modern collaboration for teams.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/identity/" track-name="cloud identity" track-type="nav" track-metadata-eventdetail="cloud.google.com/identity/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Identity</div><div class="uf0LCd">Unified platform for IT admins to manage user devices and apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://chromeenterprise.google/" target="_blank" rel="noopener" track-name="chrome enterprise" track-type="nav" track-metadata-eventdetail="chromeenterprise.google/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Chrome Enterprise</div><div class="uf0LCd">ChromeOS, Chrome Browser, and Chrome devices built for business.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/products/cloud-search/" target="_blank" rel="noopener" track-name="cloud search" track-type="nav" track-metadata-eventdetail="workspace.google.com/products/cloud-search/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Search</div><div class="uf0LCd">Enterprise search for employees to quickly find company information.</div></a></li></ul></div><div class="QbmHmb " ssk='1#8'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/security/" track-name="security" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/security/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Security</div><div class="uf0LCd">Detect, investigate, and respond to online threats to help protect your business.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/security-analytics-and-operations/" track-name="security analytics and operations" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/security-analytics-and-operations/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Security Analytics and Operations</div><div class="uf0LCd">Solution for analyzing petabytes of security telemetry.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" 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Chain Security</div><div class="uf0LCd">Solution for improving end-to-end software supply chain security.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/security-foundation/" track-name="security foundation" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/security-foundation/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Security Foundation</div><div class="uf0LCd">Recommended products to help achieve a strong security posture.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/secops-cybershield/" track-name="google cloud cybershield™" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/secops-cybershield/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Cloud Cybershield™</div><div class="uf0LCd">Strengthen nationwide cyber defense.</div></a></li></ul></div><div class="QbmHmb " ssk='1#9'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions#section-13" track-name="startups and smb" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Startups and SMB</div><div class="uf0LCd">Accelerate startup and SMB growth with tailored solutions and programs.</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/startup/" track-name="startup program" track-type="nav" track-metadata-eventdetail="cloud.google.com/startup/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Startup Program</div><div class="uf0LCd">Get financial, business, and technical support to take your startup to the next level.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/smb/" track-name="small and medium business" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/smb/" track-metadata-position="nav - solutions" track-metadata-module="tertiary nav"><div class="VnLQsc">Small and Medium Business</div><div class="uf0LCd">Explore solutions for web hosting, app development, AI, and analytics.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/saas/" track-name="software as a service" track-type="nav" track-metadata-eventdetail="cloud.google.com/saas/" track-metadata-position="nav 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track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Containers</a></li><li class="mUhyh" ssk='1#5'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="5" track-name="data analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Data Analytics</a></li><li class="mUhyh" ssk='1#6'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="6" track-name="databases" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Databases</a></li><li class="mUhyh" ssk='1#7'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="7" track-name="developer tools" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Developer Tools</a></li><li class="mUhyh" ssk='1#8'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="8" track-name="distributed cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Distributed Cloud</a></li><li class="mUhyh" ssk='1#9'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="9" track-name="hybrid and multicloud" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Hybrid and Multicloud</a></li><li class="mUhyh" ssk='2#10'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="10" track-name="industry specific" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Industry Specific</a></li><li class="mUhyh" ssk='2#11'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="11" track-name="integration services" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Integration Services</a></li><li class="mUhyh" ssk='2#12'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="12" track-name="management tools" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Management Tools</a></li><li class="mUhyh" ssk='2#13'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="13" track-name="maps and geospatial" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Maps and Geospatial</a></li><li class="mUhyh" ssk='2#14'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="14" track-name="media services" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Media Services</a></li><li class="mUhyh" ssk='2#15'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="15" track-name="migration" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Migration</a></li><li class="mUhyh" ssk='2#16'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="16" track-name="mixed reality" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Mixed Reality</a></li><li class="mUhyh" ssk='2#17'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="17" track-name="networking" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Networking</a></li><li class="mUhyh" ssk='2#18'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="18" track-name="operations" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Operations</a></li><li class="mUhyh" ssk='2#19'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="19" track-name="productivity and collaboration" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Productivity and Collaboration</a></li><li class="mUhyh" ssk='2#20'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="20" track-name="security and identity" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Security and Identity</a></li><li class="mUhyh" ssk='2#21'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="21" track-name="serverless" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Serverless</a></li><li class="mUhyh" ssk='2#22'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="22" track-name="storage" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Storage</a></li><li class="mUhyh" ssk='2#23'><a href="#" class="t2W6jf " jsaction="click:KdJRCd" data-navigation-list-index="23" track-name="web3" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - products" track-metadata-module="secondary nav">Web3</a></li></ul><div class="gZBM3d"><a class="sNtsue" href="https://cloud.google.com/products#featured-products/" track-name="see all products (100+)" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="secondary nav">See all products (100+)</a></div></div><div class="THiQ6e"><div class="SRdDZb"><div class="QbmHmb uwHOTd" ssk='1#0'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Featured Products</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/compute/" track-name="compute engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/compute/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/compute-engine.png" alt=""></div><div class="VnLQsc">Compute Engine</div><div class="uf0LCd">Virtual machines running in Google’s data center.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/storage/" track-name="cloud storage" track-type="nav" track-metadata-eventdetail="cloud.google.com/storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/cloud-storage.png" alt=""></div><div class="VnLQsc">Cloud Storage</div><div class="uf0LCd">Object storage that’s secure, durable, and scalable.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bigquery/" track-name="bigquery" track-type="nav" track-metadata-eventdetail="cloud.google.com/bigquery/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/bigquery.png" alt=""></div><div class="VnLQsc">BigQuery</div><div class="uf0LCd">Data warehouse for business agility and insights.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/run/" track-name="cloud run" track-type="nav" track-metadata-eventdetail="cloud.google.com/run/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/cloud-run.png" alt=""></div><div class="VnLQsc">Cloud Run</div><div class="uf0LCd">Fully managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/kubernetes-engine/" track-name="google kubernetes engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/kubernetes-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/kubernetes-engine.png" alt=""></div><div class="VnLQsc">Google Kubernetes Engine</div><div class="uf0LCd">Managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vertex-ai/" track-name="vertex ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/vertex-ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/vertex-ai.png" alt=""></div><div class="VnLQsc">Vertex AI</div><div class="uf0LCd">Unified platform for ML models and generative AI.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/looker/" track-name="looker" track-type="nav" track-metadata-eventdetail="cloud.google.com/looker/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/looker.png" alt=""></div><div class="VnLQsc">Looker</div><div class="uf0LCd">Platform for BI, data applications, and embedded analytics.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/apigee/" track-name="apigee api management" track-type="nav" track-metadata-eventdetail="cloud.google.com/apigee/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/apigee.png" alt=""></div><div class="VnLQsc">Apigee API Management</div><div class="uf0LCd">Manage the full life cycle of APIs anywhere with visibility and control.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/sql/" track-name="cloud sql" track-type="nav" track-metadata-eventdetail="cloud.google.com/sql/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/cloud-sql.png" alt=""></div><div class="VnLQsc">Cloud SQL</div><div class="uf0LCd">Relational database services for MySQL, PostgreSQL and SQL Server.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/ai/gemini/" track-name="gemini" track-type="nav" track-metadata-eventdetail="cloud.google.com/ai/gemini/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/gemini.png" alt=""></div><div class="VnLQsc">Gemini</div><div class="uf0LCd">Google Cloud products powered by Gemini.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/cdn/" track-name="cloud cdn" track-type="nav" track-metadata-eventdetail="cloud.google.com/cdn/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/networking.png" alt=""></div><div class="VnLQsc">Cloud CDN</div><div class="uf0LCd">Content delivery network for delivering web and video.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products#featured-products/" track-name="see all products (100+)" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Featured Products"><div class="VnLQsc">See all products (100+)</div></a></li></ul></div><div class="QbmHmb " ssk='1#1'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/ai/" track-name="ai and machine learning" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">AI and Machine Learning</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vertex-ai/" track-name="vertex ai platform" track-type="nav" track-metadata-eventdetail="cloud.google.com/vertex-ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Vertex AI Platform</div><div class="uf0LCd">Unified platform for ML models and generative AI.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/generative-ai-studio" track-name="vertex ai studio" track-type="nav" track-metadata-eventdetail="cloud.google.com/generative-ai-studio" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Vertex AI Studio</div><div class="uf0LCd">Build, tune, and deploy foundation models on Vertex AI.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/agent-builder/" track-name="vertex ai agent builder" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/agent-builder/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Vertex AI Agent Builder</div><div class="uf0LCd">Build and deploy gen AI experiences.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/conversational-agents/" track-name="conversational agents" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/conversational-agents/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Conversational Agents</div><div class="uf0LCd">Build conversational AI with both deterministic and gen AI functionality.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/enterprise-search/" track-name="vertex ai search" track-type="nav" track-metadata-eventdetail="cloud.google.com/enterprise-search/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Vertex AI Search</div><div class="uf0LCd">Build Google-quality search for your enterprise apps and experiences.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/speech-to-text/" track-name="speech-to-text" track-type="nav" track-metadata-eventdetail="cloud.google.com/speech-to-text/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Speech-to-Text</div><div class="uf0LCd">Speech recognition and transcription across 125 languages.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/text-to-speech/" track-name="text-to-speech" track-type="nav" track-metadata-eventdetail="cloud.google.com/text-to-speech/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Text-to-Speech</div><div class="uf0LCd">Speech synthesis in 220+ voices and 40+ languages.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/translate/" track-name="translation ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/translate/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Translation AI</div><div class="uf0LCd">Language detection, translation, and glossary support.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/document-ai/" track-name="document ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/document-ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Document AI</div><div class="uf0LCd">Document processing and data capture automated at scale.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vision/" track-name="vision ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/vision/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Vision AI</div><div class="uf0LCd">Custom and pre-trained models to detect emotion, text, and more.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/contact-center-ai-platform/" track-name="contact center as a service" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/contact-center-ai-platform/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Contact Center as a Service</div><div class="uf0LCd">Omnichannel contact center solution that is native to the cloud.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" track-name="see all ai and machine learning products" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all AI and machine learning products</div></a></li></ul></div><div class="QbmHmb " ssk='1#2'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Business Intelligence</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/looker/" track-name="looker" track-type="nav" track-metadata-eventdetail="cloud.google.com/looker/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Business Intelligence"><div class="VnLQsc">Looker</div><div class="uf0LCd">Platform for BI, data applications, and embedded analytics.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/looker-studio/" track-name="looker studio" track-type="nav" track-metadata-eventdetail="cloud.google.com/looker-studio/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Business Intelligence"><div class="VnLQsc">Looker Studio</div><div class="uf0LCd">Interactive data suite for dashboarding, reporting, and analytics.</div></a></li></ul></div><div class="QbmHmb " ssk='1#3'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/compute/" track-name="compute" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/compute/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Compute</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/compute/" track-name="compute engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/compute/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Compute Engine</div><div class="uf0LCd">Virtual machines running in Google’s data center.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/appengine/" track-name="app engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/appengine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">App Engine</div><div class="uf0LCd">Serverless application platform for apps and back ends.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/gpu/" track-name="cloud gpus" track-type="nav" track-metadata-eventdetail="cloud.google.com/gpu/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud GPUs</div><div class="uf0LCd">GPUs for ML, scientific computing, and 3D visualization.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migrate/virtual-machines/" track-name="migrate to virtual machines" track-type="nav" track-metadata-eventdetail="cloud.google.com/migrate/virtual-machines/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate to Virtual Machines</div><div class="uf0LCd">Server and virtual machine migration to Compute Engine.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/spot-vms/" track-name="spot vms" track-type="nav" track-metadata-eventdetail="cloud.google.com/spot-vms/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Spot VMs</div><div class="uf0LCd">Compute instances for batch jobs and fault-tolerant workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/batch/" track-name="batch" track-type="nav" track-metadata-eventdetail="cloud.google.com/batch/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Batch</div><div class="uf0LCd">Fully managed service for scheduling batch jobs.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes/" track-name="sole-tenant nodes" track-type="nav" track-metadata-eventdetail="cloud.google.com/compute/docs/nodes/sole-tenant-nodes/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Sole-Tenant Nodes</div><div class="uf0LCd">Dedicated hardware for compliance, licensing, and management.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bare-metal/" track-name="bare metal" track-type="nav" track-metadata-eventdetail="cloud.google.com/bare-metal/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Bare Metal</div><div class="uf0LCd">Infrastructure to run specialized workloads on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/recommender/" track-name="recommender" track-type="nav" track-metadata-eventdetail="cloud.google.com/recommender/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Recommender</div><div class="uf0LCd">Usage recommendations for Google Cloud products and services.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vmware-engine/" track-name="vmware engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/vmware-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">VMware Engine</div><div class="uf0LCd">Fully managed, native VMware Cloud Foundation software stack.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/run/" track-name="cloud run" track-type="nav" track-metadata-eventdetail="cloud.google.com/run/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Run</div><div class="uf0LCd">Fully managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAUSAQw#compute" track-name="see all compute products" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all compute products</div></a></li></ul></div><div class="QbmHmb " ssk='1#4'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/containers/" track-name="containers" track-type="nav" track-metadata-eventdetail="cloud.google.com/containers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Containers</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/kubernetes-engine/" track-name="google kubernetes engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/kubernetes-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Kubernetes Engine</div><div class="uf0LCd">Managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/run/" track-name="cloud run" track-type="nav" track-metadata-eventdetail="cloud.google.com/run/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Run</div><div class="uf0LCd">Fully managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/build/" track-name="cloud build" track-type="nav" track-metadata-eventdetail="cloud.google.com/build/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Build</div><div class="uf0LCd">Solution for running build steps in a Docker container.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/artifact-registry/" track-name="artifact registry" track-type="nav" track-metadata-eventdetail="cloud.google.com/artifact-registry/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Artifact Registry</div><div class="uf0LCd">Package manager for build artifacts and dependencies.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/code/" track-name="cloud code" track-type="nav" track-metadata-eventdetail="cloud.google.com/code/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Code</div><div class="uf0LCd">IDE support to write, run, and debug Kubernetes applications.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/deploy/" track-name="cloud deploy" track-type="nav" track-metadata-eventdetail="cloud.google.com/deploy/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Deploy</div><div class="uf0LCd">Fully managed continuous delivery to GKE and Cloud Run.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migrate/containers/" track-name="migrate to containers" track-type="nav" track-metadata-eventdetail="cloud.google.com/migrate/containers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate to Containers</div><div class="uf0LCd">Components for migrating VMs into system containers on GKE.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/deep-learning-containers/" track-name="deep learning containers" track-type="nav" track-metadata-eventdetail="cloud.google.com/deep-learning-containers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Deep Learning Containers</div><div class="uf0LCd">Containers with data science frameworks, libraries, and tools.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/knative/" track-name="knative" track-type="nav" track-metadata-eventdetail="cloud.google.com/knative/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Knative</div><div class="uf0LCd">Components to create Kubernetes-native cloud-based software.</div></a></li></ul></div><div class="QbmHmb " ssk='1#5'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/smart-analytics/" track-name="data analytics" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/smart-analytics/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Data Analytics</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bigquery/" track-name="bigquery" track-type="nav" track-metadata-eventdetail="cloud.google.com/bigquery/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">BigQuery</div><div class="uf0LCd">Data warehouse for business agility and insights.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/looker/" track-name="looker" track-type="nav" track-metadata-eventdetail="cloud.google.com/looker/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Looker</div><div class="uf0LCd">Platform for BI, data applications, and embedded analytics.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dataflow/" track-name="dataflow" track-type="nav" track-metadata-eventdetail="cloud.google.com/dataflow/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Dataflow</div><div class="uf0LCd">Streaming analytics for stream and batch processing.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/pubsub/" track-name="pub/sub" track-type="nav" track-metadata-eventdetail="cloud.google.com/pubsub/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Pub/Sub</div><div class="uf0LCd">Messaging service for event ingestion and delivery.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dataproc/" track-name="dataproc" track-type="nav" track-metadata-eventdetail="cloud.google.com/dataproc/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Dataproc</div><div class="uf0LCd">Service for running Apache Spark and Apache Hadoop clusters.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/data-fusion/" track-name="cloud data fusion" track-type="nav" track-metadata-eventdetail="cloud.google.com/data-fusion/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Data Fusion</div><div class="uf0LCd">Data integration for building and managing data pipelines.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/composer/" track-name="cloud composer" track-type="nav" track-metadata-eventdetail="cloud.google.com/composer/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Composer</div><div class="uf0LCd">Workflow orchestration service built on Apache Airflow.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/biglake/" track-name="biglake" track-type="nav" track-metadata-eventdetail="cloud.google.com/biglake/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">BigLake</div><div class="uf0LCd">Storage engine to query multi-format and multimodal data.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dataplex/" track-name="dataplex" track-type="nav" track-metadata-eventdetail="cloud.google.com/dataplex/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Dataplex</div><div class="uf0LCd">Intelligent data fabric for unifying data management across silos.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dataform/" track-name="dataform" track-type="nav" track-metadata-eventdetail="cloud.google.com/dataform/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Dataform</div><div class="uf0LCd">Build, version control, and deploy SQL workflows in BigQuery.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/analytics-hub/" track-name="analytics hub" track-type="nav" track-metadata-eventdetail="cloud.google.com/analytics-hub/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Analytics Hub</div><div class="uf0LCd">Service for securely and efficiently exchanging data analytics assets.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAQ#data-analytics" track-name="see all data analytics products" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all data analytics products</div></a></li></ul></div><div class="QbmHmb " ssk='1#6'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/databases/" track-name="databases" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/databases/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Databases</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/alloydb/" track-name="alloydb for postgresql" track-type="nav" track-metadata-eventdetail="cloud.google.com/alloydb/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">AlloyDB for PostgreSQL</div><div class="uf0LCd">Fully managed, PostgreSQL-compatible database for enterprise workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/sql/" track-name="cloud sql" track-type="nav" track-metadata-eventdetail="cloud.google.com/sql/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud SQL</div><div class="uf0LCd">Fully managed database for MySQL, PostgreSQL, and SQL Server.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/firestore/" track-name="firestore" track-type="nav" track-metadata-eventdetail="cloud.google.com/firestore/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Firestore</div><div class="uf0LCd">Cloud-native document database for building rich mobile, web, and IoT apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/spanner/" track-name="spanner" track-type="nav" track-metadata-eventdetail="cloud.google.com/spanner/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Spanner</div><div class="uf0LCd">Cloud-native relational database with unlimited scale and 99.999% availability.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bigtable/" track-name="bigtable" track-type="nav" track-metadata-eventdetail="cloud.google.com/bigtable/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Bigtable</div><div class="uf0LCd">Cloud-native wide-column database for large-scale, low-latency workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/datastream/" track-name="datastream" track-type="nav" track-metadata-eventdetail="cloud.google.com/datastream/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Datastream</div><div class="uf0LCd">Serverless change data capture and replication service.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/database-migration/" track-name="database migration service" track-type="nav" track-metadata-eventdetail="cloud.google.com/database-migration/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Database Migration Service</div><div class="uf0LCd">Serverless, minimal downtime migrations to Cloud SQL.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bare-metal/" track-name="bare metal solution" track-type="nav" track-metadata-eventdetail="cloud.google.com/bare-metal/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Bare Metal Solution</div><div class="uf0LCd">Fully managed infrastructure for your Oracle workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/memorystore/" track-name="memorystore" track-type="nav" track-metadata-eventdetail="cloud.google.com/memorystore/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Memorystore</div><div class="uf0LCd">Fully managed Redis and Memcached for sub-millisecond data access.</div></a></li></ul></div><div class="QbmHmb " ssk='1#7'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/tools/" track-name="developer tools" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/tools/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Developer Tools</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/artifact-registry/" track-name="artifact registry" track-type="nav" track-metadata-eventdetail="cloud.google.com/artifact-registry/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Artifact Registry</div><div class="uf0LCd">Universal package manager for build artifacts and dependencies.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/code/" track-name="cloud code" track-type="nav" track-metadata-eventdetail="cloud.google.com/code/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Code</div><div class="uf0LCd">IDE support to write, run, and debug Kubernetes applications.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/build/" track-name="cloud build" track-type="nav" track-metadata-eventdetail="cloud.google.com/build/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Build</div><div class="uf0LCd">Continuous integration and continuous delivery platform.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/deploy/" track-name="cloud deploy" track-type="nav" track-metadata-eventdetail="cloud.google.com/deploy/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Deploy</div><div class="uf0LCd">Fully managed continuous delivery to GKE and Cloud Run.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/deployment-manager/docs/" track-name="cloud deployment manager" track-type="nav" track-metadata-eventdetail="cloud.google.com/deployment-manager/docs/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Deployment Manager</div><div class="uf0LCd">Service for creating and managing Google Cloud resources.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/sdk/" track-name="cloud sdk" track-type="nav" track-metadata-eventdetail="cloud.google.com/sdk/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud SDK</div><div class="uf0LCd">Command-line tools and libraries for Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/scheduler/" track-name="cloud scheduler" track-type="nav" track-metadata-eventdetail="cloud.google.com/scheduler/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Scheduler</div><div class="uf0LCd">Cron job scheduler for task automation and management.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/source-repositories/" track-name="cloud source repositories" track-type="nav" track-metadata-eventdetail="cloud.google.com/source-repositories/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Source Repositories</div><div class="uf0LCd">Private Git repository to store, manage, and track code.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/infrastructure-manager/" track-name="infrastructure manager" track-type="nav" track-metadata-eventdetail="cloud.google.com/infrastructure-manager/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Infrastructure Manager</div><div class="uf0LCd">Automate infrastructure management with Terraform.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/workstations/" track-name="cloud workstations" track-type="nav" track-metadata-eventdetail="cloud.google.com/workstations/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Workstations</div><div class="uf0LCd">Managed and secure development environments in the cloud.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/gemini/code-assist/" track-name="gemini code assist" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/gemini/code-assist/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Gemini Code Assist</div><div class="uf0LCd">AI-powered assistant available across Google Cloud and your IDE.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAI#developer-tools" track-name="see all developer tools" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all developer tools</div></a></li></ul></div><div class="QbmHmb " ssk='1#8'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/distributed-cloud/" track-name="distributed cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/distributed-cloud/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Distributed Cloud</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/distributed-cloud-edge/" track-name="google distributed cloud connected" track-type="nav" track-metadata-eventdetail="cloud.google.com/distributed-cloud-edge/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Distributed Cloud Connected</div><div class="uf0LCd">Distributed cloud services for edge workloads.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/distributed-cloud-hosted/" track-name="google distributed cloud air-gapped" track-type="nav" track-metadata-eventdetail="cloud.google.com/distributed-cloud-hosted/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Distributed Cloud Air-gapped</div><div class="uf0LCd">Distributed cloud for air-gapped workloads.</div></a></li></ul></div><div class="QbmHmb " ssk='1#9'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Hybrid and Multicloud</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/kubernetes-engine/" track-name="google kubernetes engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/kubernetes-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Google Kubernetes Engine</div><div class="uf0LCd">Managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/apigee/" track-name="apigee api management" track-type="nav" track-metadata-eventdetail="cloud.google.com/apigee/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Apigee API Management</div><div class="uf0LCd">API management, development, and security platform.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migrate/containers/" track-name="migrate to containers" track-type="nav" track-metadata-eventdetail="cloud.google.com/migrate/containers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Migrate to Containers</div><div class="uf0LCd">Tool to move workloads and existing applications to GKE.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/traffic-director/" track-name="traffic director" track-type="nav" track-metadata-eventdetail="cloud.google.com/traffic-director/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Traffic Director</div><div class="uf0LCd">Traffic control pane and management for open service mesh.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/build/" track-name="cloud build" track-type="nav" track-metadata-eventdetail="cloud.google.com/build/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Cloud Build</div><div class="uf0LCd">Service for executing builds on Google Cloud infrastructure.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/operations/" track-name="operations" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/operations/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Operations</div><div class="uf0LCd">Monitoring, logging, and application performance suite.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/distributed-cloud/" track-name="google distributed cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/distributed-cloud/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Hybrid and Multicloud"><div class="VnLQsc">Google Distributed Cloud</div><div class="uf0LCd">Fully managed solutions for the edge and data centers.</div></a></li></ul></div><div class="QbmHmb " ssk='2#10'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Industry Specific</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/anti-money-laundering-ai/" track-name="anti money laundering ai" track-type="nav" track-metadata-eventdetail="cloud.google.com/anti-money-laundering-ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Anti Money Laundering AI</div><div class="uf0LCd">Detect suspicious, potential money laundering activity with AI.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/healthcare-api/" track-name="cloud healthcare api" track-type="nav" track-metadata-eventdetail="cloud.google.com/healthcare-api/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Cloud Healthcare API</div><div class="uf0LCd">Solution for bridging existing care systems and apps on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/device-connect/" track-name="device connect for fitbit" track-type="nav" track-metadata-eventdetail="cloud.google.com/device-connect/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Device Connect for Fitbit</div><div class="uf0LCd">Gain a 360-degree patient view with connected Fitbit data on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/telecom-network-automation/" track-name="telecom network automation" track-type="nav" track-metadata-eventdetail="cloud.google.com/telecom-network-automation/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Telecom Network Automation</div><div class="uf0LCd">Ready to use cloud-native automation for telecom networks.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/telecom-data-fabric/" track-name="telecom data fabric" track-type="nav" track-metadata-eventdetail="cloud.google.com/telecom-data-fabric/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Telecom Data Fabric</div><div class="uf0LCd">Telecom data management and analytics with an automated approach.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/telecom-subscriber-insights/" track-name="telecom subscriber insights" track-type="nav" track-metadata-eventdetail="cloud.google.com/telecom-subscriber-insights/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Telecom Subscriber Insights</div><div class="uf0LCd">Ingests data to improve subscriber acquisition and retention.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/spectrum-access-system/" track-name="spectrum access system (sas)" track-type="nav" track-metadata-eventdetail="cloud.google.com/spectrum-access-system/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Industry Specific"><div class="VnLQsc">Spectrum Access System (SAS)</div><div class="uf0LCd">Controls fundamental access to the Citizens Broadband Radio Service (CBRS).</div></a></li></ul></div><div class="QbmHmb " ssk='2#11'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/integration-services/" track-name="integration services" track-type="nav" track-metadata-eventdetail="cloud.google.com/integration-services/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Integration Services</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/application-integration/" track-name="application integration" track-type="nav" track-metadata-eventdetail="cloud.google.com/application-integration/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Application Integration</div><div class="uf0LCd">Connect to 3rd party apps and enable data consistency without code.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/workflows/" track-name="workflows" track-type="nav" track-metadata-eventdetail="cloud.google.com/workflows/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Workflows</div><div class="uf0LCd">Workflow orchestration for serverless products and API services.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/apigee/" track-name="apigee api management" track-type="nav" track-metadata-eventdetail="cloud.google.com/apigee/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Apigee API Management</div><div class="uf0LCd">Manage the full life cycle of APIs anywhere with visibility and control.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/tasks/" track-name="cloud tasks" track-type="nav" track-metadata-eventdetail="cloud.google.com/tasks/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Tasks</div><div class="uf0LCd">Task management service for asynchronous task execution.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/scheduler/" track-name="cloud scheduler" track-type="nav" track-metadata-eventdetail="cloud.google.com/scheduler/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Scheduler</div><div class="uf0LCd">Cron job scheduler for task automation and management.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dataproc/" track-name="dataproc" track-type="nav" track-metadata-eventdetail="cloud.google.com/dataproc/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Dataproc</div><div class="uf0LCd">Service for running Apache Spark and Apache Hadoop clusters.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/data-fusion/" track-name="cloud data fusion" track-type="nav" track-metadata-eventdetail="cloud.google.com/data-fusion/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Data Fusion</div><div class="uf0LCd">Data integration for building and managing data pipelines.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/composer/" track-name="cloud composer" track-type="nav" track-metadata-eventdetail="cloud.google.com/composer/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Composer</div><div class="uf0LCd">Workflow orchestration service built on Apache Airflow.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/pubsub/" track-name="pub/sub" track-type="nav" track-metadata-eventdetail="cloud.google.com/pubsub/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Pub/Sub</div><div class="uf0LCd">Messaging service for event ingestion and delivery.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/eventarc/docs/" track-name="eventarc" track-type="nav" track-metadata-eventdetail="cloud.google.com/eventarc/docs/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Eventarc</div><div class="uf0LCd">Build an event-driven architecture that can connect any service.</div></a></li></ul></div><div class="QbmHmb " ssk='2#12'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/management/" track-name="management tools" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/management/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Management Tools</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/shell/" track-name="cloud shell" track-type="nav" track-metadata-eventdetail="cloud.google.com/shell/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Shell</div><div class="uf0LCd">Interactive shell environment with a built-in command line.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/cloud-console/" track-name="cloud console" track-type="nav" track-metadata-eventdetail="cloud.google.com/cloud-console/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud console</div><div class="uf0LCd">Web-based interface for managing and monitoring cloud apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/endpoints/" track-name="cloud endpoints" track-type="nav" track-metadata-eventdetail="cloud.google.com/endpoints/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Endpoints</div><div class="uf0LCd">Deployment and development management for APIs on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/iam/" track-name="cloud iam" track-type="nav" track-metadata-eventdetail="cloud.google.com/iam/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud IAM</div><div class="uf0LCd">Permissions management system for Google Cloud resources.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/apis/" track-name="cloud apis" track-type="nav" track-metadata-eventdetail="cloud.google.com/apis/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud APIs</div><div class="uf0LCd">Programmatic interfaces for Google Cloud services.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/private-catalog/" track-name="service catalog" track-type="nav" track-metadata-eventdetail="cloud.google.com/private-catalog/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Service Catalog</div><div class="uf0LCd">Service catalog for admins managing internal enterprise solutions.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/cost-management/" track-name="cost management" track-type="nav" track-metadata-eventdetail="cloud.google.com/cost-management/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cost Management</div><div class="uf0LCd">Tools for monitoring, controlling, and optimizing your costs.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/operations/" track-name="operations" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/operations/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Operations</div><div class="uf0LCd">Monitoring, logging, and application performance suite.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/carbon-footprint/" track-name="carbon footprint" track-type="nav" track-metadata-eventdetail="cloud.google.com/carbon-footprint/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Carbon Footprint</div><div class="uf0LCd">Dashboard to view and export Google Cloud carbon emissions reports.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/config-connector/docs/overview/" track-name="config connector" track-type="nav" track-metadata-eventdetail="cloud.google.com/config-connector/docs/overview/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Config Connector</div><div class="uf0LCd">Kubernetes add-on for managing Google Cloud resources.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/active-assist/" track-name="active assist" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/active-assist/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Active Assist</div><div class="uf0LCd">Tools for easily managing performance, security, and cost.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAY#managment-tools" track-name="see all management tools" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all management tools</div></a></li></ul></div><div class="QbmHmb " ssk='2#13'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/geospatial/" track-name="maps and geospatial" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/geospatial/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Maps and Geospatial</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/earth-engine/" track-name="earth engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/earth-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Earth Engine</div><div class="uf0LCd">Geospatial platform for Earth observation data and analysis.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://mapsplatform.google.com/" target="_blank" rel="noopener" track-name="google maps platform" track-type="nav" track-metadata-eventdetail="mapsplatform.google.com/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Maps Platform</div><div class="uf0LCd">Create immersive location experiences and improve business operations.</div></a></li></ul></div><div class="QbmHmb " ssk='2#14'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Media Services</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/cdn/" track-name="cloud cdn" track-type="nav" track-metadata-eventdetail="cloud.google.com/cdn/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Media Services"><div class="VnLQsc">Cloud CDN</div><div class="uf0LCd">Content delivery network for serving web and video content.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/livestream/docs/" track-name="live stream api" track-type="nav" track-metadata-eventdetail="cloud.google.com/livestream/docs/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Media Services"><div class="VnLQsc">Live Stream API</div><div class="uf0LCd">Service to convert live video and package for streaming.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/opencue/" track-name="opencue" track-type="nav" track-metadata-eventdetail="cloud.google.com/opencue/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Media Services"><div class="VnLQsc">OpenCue</div><div class="uf0LCd">Open source render manager for visual effects and animation.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/transcoder/docs/" track-name="transcoder api" track-type="nav" track-metadata-eventdetail="cloud.google.com/transcoder/docs/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Media Services"><div class="VnLQsc">Transcoder API</div><div class="uf0LCd">Convert video files and package them for optimized delivery.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/video-stitcher/" track-name="video stitcher api" track-type="nav" track-metadata-eventdetail="cloud.google.com/video-stitcher/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Media Services"><div class="VnLQsc">Video Stitcher API</div><div class="uf0LCd">Service for dynamic or server side ad insertion.</div></a></li></ul></div><div class="QbmHmb " ssk='2#15'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/cloud-migration/" track-name="migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/cloud-migration/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Migration</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migration-center/docs/" track-name="migration center" track-type="nav" track-metadata-eventdetail="cloud.google.com/migration-center/docs/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Migration Center</div><div class="uf0LCd">Unified platform for migrating and modernizing with Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/application-migration/" track-name="application migration" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/application-migration/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Application Migration</div><div class="uf0LCd">App migration to the cloud for low-cost refresh cycles.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migrate/virtual-machines/" track-name="migrate to virtual machines" track-type="nav" track-metadata-eventdetail="cloud.google.com/migrate/virtual-machines/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate to Virtual Machines</div><div class="uf0LCd">Components for migrating VMs and physical servers to Compute Engine.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/foundation-toolkit/" track-name="cloud foundation toolkit" track-type="nav" track-metadata-eventdetail="cloud.google.com/foundation-toolkit/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Foundation Toolkit</div><div class="uf0LCd">Reference templates for Deployment Manager and Terraform.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/database-migration/" track-name="database migration service" track-type="nav" track-metadata-eventdetail="cloud.google.com/database-migration/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Database Migration Service</div><div class="uf0LCd">Serverless, minimal downtime migrations to Cloud SQL.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/migrate/containers/" track-name="migrate to containers" track-type="nav" track-metadata-eventdetail="cloud.google.com/migrate/containers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Migrate to Containers</div><div class="uf0LCd">Components for migrating VMs into system containers on GKE.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/bigquery-transfer/docs/introduction/" track-name="bigquery data transfer service" track-type="nav" track-metadata-eventdetail="cloud.google.com/bigquery-transfer/docs/introduction/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">BigQuery Data Transfer Service</div><div class="uf0LCd">Data import service for scheduling and moving data into BigQuery.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/solutions/cloud-migration-program/" track-name="rapid migration and modernization program" track-type="nav" track-metadata-eventdetail="cloud.google.com/solutions/cloud-migration-program/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Rapid Migration and Modernization Program</div><div class="uf0LCd">End-to-end migration program to simplify your path to the cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/transfer-appliance/docs/4.0/" track-name="transfer appliance" track-type="nav" track-metadata-eventdetail="cloud.google.com/transfer-appliance/docs/4.0/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Transfer Appliance</div><div class="uf0LCd">Storage server for moving large volumes of data to Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/storage-transfer-service/" track-name="storage transfer service" track-type="nav" track-metadata-eventdetail="cloud.google.com/storage-transfer-service/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Storage Transfer Service</div><div class="uf0LCd">Data transfers from online and on-premises sources to Cloud Storage.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vmware-engine/" track-name="vmware engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/vmware-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">VMware Engine</div><div class="uf0LCd">Migrate and run your VMware workloads natively on Google Cloud.</div></a></li></ul></div><div class="QbmHmb " ssk='2#16'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Mixed Reality</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/immersive-stream/xr/" track-name="immersive stream for xr" track-type="nav" track-metadata-eventdetail="cloud.google.com/immersive-stream/xr/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Mixed Reality"><div class="VnLQsc">Immersive Stream for XR</div><div class="uf0LCd">Hosts, renders, and streams 3D and XR experiences.</div></a></li></ul></div><div class="QbmHmb " ssk='2#17'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/networking/" track-name="networking" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/networking/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Networking</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/armor/" track-name="cloud armor" track-type="nav" track-metadata-eventdetail="cloud.google.com/armor/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Armor</div><div class="uf0LCd">Security policies and defense against web and DDoS attacks.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/cdn/" track-name="cloud cdn and media cdn" track-type="nav" track-metadata-eventdetail="cloud.google.com/cdn/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud CDN and Media CDN</div><div class="uf0LCd">Content delivery network for serving web and video content.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/dns/" track-name="cloud dns" track-type="nav" track-metadata-eventdetail="cloud.google.com/dns/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud DNS</div><div class="uf0LCd">Domain name system for reliable and low-latency name lookups.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/load-balancing/" track-name="cloud load balancing" track-type="nav" track-metadata-eventdetail="cloud.google.com/load-balancing/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Load Balancing</div><div class="uf0LCd">Service for distributing traffic across applications and regions.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/nat/" track-name="cloud nat" track-type="nav" track-metadata-eventdetail="cloud.google.com/nat/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud NAT</div><div class="uf0LCd">NAT service for giving private instances internet access.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/hybrid-connectivity/" track-name="cloud connectivity" track-type="nav" track-metadata-eventdetail="cloud.google.com/hybrid-connectivity/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Connectivity</div><div class="uf0LCd">Connectivity options for VPN, peering, and enterprise needs.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/network-connectivity-center/" track-name="network connectivity center" track-type="nav" track-metadata-eventdetail="cloud.google.com/network-connectivity-center/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Network Connectivity Center</div><div class="uf0LCd">Connectivity management to help simplify and scale networks.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/network-intelligence-center/" track-name="network intelligence center" track-type="nav" track-metadata-eventdetail="cloud.google.com/network-intelligence-center/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Network Intelligence Center</div><div class="uf0LCd">Network monitoring, verification, and optimization platform.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/network-tiers/" track-name="network service tiers" track-type="nav" track-metadata-eventdetail="cloud.google.com/network-tiers/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Network Service Tiers</div><div class="uf0LCd">Cloud network options based on performance, availability, and cost.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/vpc/" track-name="virtual private cloud" track-type="nav" track-metadata-eventdetail="cloud.google.com/vpc/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Virtual Private Cloud</div><div class="uf0LCd">Single VPC for an entire organization, isolated within projects.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/private-service-connect/" track-name="private service connect" track-type="nav" track-metadata-eventdetail="cloud.google.com/private-service-connect/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Private Service Connect</div><div class="uf0LCd">Secure connection between your VPC and services.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAUSAQ0#networking" track-name="see all networking products" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all networking products</div></a></li></ul></div><div class="QbmHmb " ssk='2#18'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/operations/" track-name="operations" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/operations/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Operations</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/logging/" track-name="cloud logging" track-type="nav" track-metadata-eventdetail="cloud.google.com/logging/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Logging</div><div class="uf0LCd">Google Cloud audit, platform, and application logs management.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/monitoring/" track-name="cloud monitoring" track-type="nav" track-metadata-eventdetail="cloud.google.com/monitoring/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Monitoring</div><div class="uf0LCd">Infrastructure and application health with rich metrics.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/error-reporting/" track-name="error reporting" track-type="nav" track-metadata-eventdetail="cloud.google.com/error-reporting/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Error Reporting</div><div class="uf0LCd">Application error identification and analysis.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/debugger/" track-name="cloud debugger" track-type="nav" track-metadata-eventdetail="cloud.google.com/debugger/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Debugger</div><div class="uf0LCd">Real-time application state inspection and in -production debugging.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/trace/" track-name="cloud trace" track-type="nav" track-metadata-eventdetail="cloud.google.com/trace/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Trace</div><div class="uf0LCd">Tracing system collecting latency data from applications.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/profiler/" track-name="cloud profiler" track-type="nav" track-metadata-eventdetail="cloud.google.com/profiler/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Profiler</div><div class="uf0LCd">CPU and heap profiler for analyzing application performance.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/docs/quotas" track-name="cloud quotas" track-type="nav" track-metadata-eventdetail="cloud.google.com/docs/quotas" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Quotas</div><div class="uf0LCd">Manage quotas for all Google Cloud services.</div></a></li></ul></div><div class="QbmHmb " ssk='2#19'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="lJL5Nd">Productivity and Collaboration</li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://about.appsheet.com/home/" target="_blank" rel="noopener" track-name="appsheet" track-type="nav" track-metadata-eventdetail="about.appsheet.com/home/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">AppSheet</div><div class="uf0LCd">No-code development platform to build and extend applications.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/appsheet/automation/" track-name="appsheet automation" track-type="nav" track-metadata-eventdetail="cloud.google.com/appsheet/automation/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">AppSheet Automation</div><div class="uf0LCd">Build automations and applications on a unified platform.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" target="_blank" rel="noopener" track-name="google workspace" track-type="nav" track-metadata-eventdetail="workspace.google.com/solutions/enterprise/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">Google Workspace</div><div class="uf0LCd">Collaboration and productivity tools for individuals and organizations.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/essentials/" target="_blank" rel="noopener" track-name="google workspace essentials" track-type="nav" track-metadata-eventdetail="workspace.google.com/essentials/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">Google Workspace Essentials</div><div class="uf0LCd">Secure video meetings and modern collaboration for teams.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://workspace.google.com/solutions/ai/" target="_blank" rel="noopener" track-name="gemini for workspace" track-type="nav" track-metadata-eventdetail="workspace.google.com/solutions/ai/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">Gemini for Workspace</div><div class="uf0LCd">Embeds generative AI across Google Workspace apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/identity/" track-name="cloud identity" track-type="nav" track-metadata-eventdetail="cloud.google.com/identity/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">Cloud Identity</div><div class="uf0LCd">Unified platform for IT admins to manage user devices and apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/chrome-enterprise/" track-name="chrome enterprise" track-type="nav" track-metadata-eventdetail="cloud.google.com/chrome-enterprise/" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="Productivity and Collaboration"><div class="VnLQsc">Chrome Enterprise</div><div class="uf0LCd">ChromeOS, Chrome browser, and Chrome devices built for business.</div></a></li></ul></div><div class="QbmHmb " ssk='2#20'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/security-and-identity/" track-name="security and identity" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/security-and-identity/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Security and Identity</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/iam/" track-name="cloud iam" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/iam/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud IAM</div><div class="uf0LCd">Permissions management system for Google Cloud resources.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/sensitive-data-protection/" track-name="sensitive data protection" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/sensitive-data-protection/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Sensitive Data Protection</div><div class="uf0LCd">Discover, classify, and protect your valuable data assets.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/managed-defense/" track-name="mandiant managed defense" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/managed-defense/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Mandiant Managed Defense</div><div class="uf0LCd">Find and eliminate threats with confidence 24x7.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/threat-intelligence/" track-name="google threat intelligence" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/threat-intelligence/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Threat Intelligence</div><div class="uf0LCd">Know who’s targeting you.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/security-command-center/" track-name="security command center" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/security-command-center/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Security Command Center</div><div class="uf0LCd">Platform for defending against threats to your Google Cloud assets.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/security-key-management/" track-name="cloud key management" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/security-key-management/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Key Management</div><div class="uf0LCd">Manage encryption keys on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/consulting/mandiant-incident-response-services/" track-name="mandiant incident response" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/consulting/mandiant-incident-response-services/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Mandiant Incident Response</div><div class="uf0LCd">Minimize the impact of a breach.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://chromeenterprise.google/products/chrome-enterprise-premium/" target="_blank" rel="noopener" track-name="chrome enterprise premium" track-type="nav" track-metadata-eventdetail="chromeenterprise.google/products/chrome-enterprise-premium/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Chrome Enterprise Premium</div><div class="uf0LCd">Get secure enterprise browsing with extensive endpoint visibility.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/assured-workloads/" track-name="assured workloads" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/assured-workloads/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Assured Workloads</div><div class="uf0LCd">Compliance and security controls for sensitive workloads.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/products/security-operations/" track-name="google security operations" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/products/security-operations/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Security Operations</div><div class="uf0LCd">Detect, investigate, and respond to cyber threats.</div></a></li></ul><ul class="GYqsyb" ssk='2#11'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/security/consulting/mandiant-services/" track-name="mandiant consulting" track-type="nav" track-metadata-eventdetail="cloud.google.com/security/consulting/mandiant-services/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Mandiant Consulting</div><div class="uf0LCd">Get expert guidance before, during, and after an incident.</div></a></li></ul><ul class="GYqsyb Pm26Kb" ssk='2#12'><li class="osiTFc">Not seeing what you're looking for?</li><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products?pds=CAg#security-and-identity" track-name="see all security and identity products" track-type="nav" track-metadata-eventdetail="cloud.google.com/products" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">See all security and identity products</div></a></li></ul></div><div class="QbmHmb " ssk='2#21'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/serverless/" track-name="serverless" track-type="nav" track-metadata-eventdetail="cloud.google.com/serverless/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Serverless</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/run/" track-name="cloud run" track-type="nav" track-metadata-eventdetail="cloud.google.com/run/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Run</div><div class="uf0LCd">Fully managed environment for running containerized apps.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/functions/" track-name="cloud functions" track-type="nav" track-metadata-eventdetail="cloud.google.com/functions/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Functions</div><div class="uf0LCd">Platform for creating functions that respond to cloud events.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/appengine/" track-name="app engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/appengine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">App Engine</div><div class="uf0LCd">Serverless application platform for apps and back ends.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/workflows/" track-name="workflows" track-type="nav" track-metadata-eventdetail="cloud.google.com/workflows/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Workflows</div><div class="uf0LCd">Workflow orchestration for serverless products and API services.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/api-gateway/" track-name="api gateway" track-type="nav" track-metadata-eventdetail="cloud.google.com/api-gateway/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">API Gateway</div><div class="uf0LCd">Develop, deploy, secure, and manage APIs with a fully managed gateway.</div></a></li></ul></div><div class="QbmHmb " ssk='2#22'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/storage/" track-name="storage" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Storage</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/storage/" track-name="cloud storage" track-type="nav" track-metadata-eventdetail="cloud.google.com/storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Storage</div><div class="uf0LCd">Object storage that’s secure, durable, and scalable.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/block-storage/" track-name="block storage" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/block-storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Block Storage</div><div class="uf0LCd">High-performance storage for AI, analytics, databases, and enterprise applications.</div></a></li></ul><ul class="GYqsyb" ssk='1#3'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/filestore/" track-name="filestore" track-type="nav" track-metadata-eventdetail="cloud.google.com/filestore/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Filestore</div><div class="uf0LCd">File storage that is highly scalable and secure.</div></a></li></ul><ul class="GYqsyb" ssk='1#4'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/persistent-disk/" track-name="persistent disk" track-type="nav" track-metadata-eventdetail="cloud.google.com/persistent-disk/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Persistent Disk</div><div class="uf0LCd">Block storage for virtual machine instances running on Google Cloud.</div></a></li></ul><ul class="GYqsyb" ssk='1#5'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://firebase.google.com/products/storage/" target="_blank" rel="noopener" track-name="cloud storage for firebase" track-type="nav" track-metadata-eventdetail="firebase.google.com/products/storage/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Cloud Storage for Firebase</div><div class="uf0LCd">Object storage for storing and serving user-generated content.</div></a></li></ul><ul class="GYqsyb" ssk='1#6'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/local-ssd/" track-name="local ssd" track-type="nav" track-metadata-eventdetail="cloud.google.com/local-ssd/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Local SSD</div><div class="uf0LCd">Block storage that is locally attached for high-performance needs.</div></a></li></ul><ul class="GYqsyb" ssk='1#7'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/storage-transfer-service/" track-name="storage transfer service" track-type="nav" track-metadata-eventdetail="cloud.google.com/storage-transfer-service/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Storage Transfer Service</div><div class="uf0LCd">Data transfers from online and on-premises sources to Cloud Storage.</div></a></li></ul><ul class="GYqsyb" ssk='1#8'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/parallelstore/" track-name="parallelstore" track-type="nav" track-metadata-eventdetail="cloud.google.com/parallelstore/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Parallelstore</div><div class="uf0LCd">High performance, managed parallel file service.</div></a></li></ul><ul class="GYqsyb" ssk='1#9'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/netapp-volumes/" track-name="google cloud netapp volumes" track-type="nav" track-metadata-eventdetail="cloud.google.com/netapp-volumes/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Google Cloud NetApp Volumes</div><div class="uf0LCd">File storage service for NFS, SMB, and multi-protocol environments.</div></a></li></ul><ul class="GYqsyb" ssk='2#10'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/backup-disaster-recovery/" track-name="backup and dr service" track-type="nav" track-metadata-eventdetail="cloud.google.com/backup-disaster-recovery/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Backup and DR Service</div><div class="uf0LCd">Service for centralized, application-consistent data protection.</div></a></li></ul></div><div class="QbmHmb " ssk='2#23'><ul class="GYqsyb F8peQe" ssk='1#0'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/web3/" track-name="web3" track-type="nav" track-metadata-eventdetail="cloud.google.com/web3/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="Oodlse"><img class="BEcEae" src="https://www.gstatic.com/cloud/images/navigation/forward.svg" alt=""></div><div class="VnLQsc">Web3</div></a></li></ul><ul class="GYqsyb" ssk='1#1'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/blockchain-node-engine/" track-name="blockchain node engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/blockchain-node-engine/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Blockchain Node Engine</div><div class="uf0LCd">Fully managed node hosting for developing on the blockchain.</div></a></li></ul><ul class="GYqsyb" ssk='1#2'><li class="iMeAlf" jsaction="click:hZzK0e"><a class="JqcXJf" href="https://cloud.google.com/products/blockchain-rpc/" track-name="blockchain rpc" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/blockchain-rpc/" track-metadata-position="nav - products" track-metadata-module="tertiary nav"><div class="VnLQsc">Blockchain RPC</div><div class="uf0LCd">Enterprise-grade RPC for building on the blockchain.</div></a></li></ul></div></div></div></div></div></div><div class="DU7XFc" ssk='1#3'><div class="gWjkmd"><button class="MVA6me cMQiOc B2T1ad" jsaction="click:hZzK0e" track-name="close" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav">close</button><div class="SRdDZb"><div class="eiWTMb KZuoLc wdSeDe" ssk='1#0'><ul class="x6p2cc depMX"><li class="xrJVEb" W42XEf D0aEmf>Save money with our transparent approach to pricing</li><li class="czoezb">Google Cloud's pay-as-you-go pricing offers automatic savings based on monthly usage and discounted rates for prepaid resources. Contact us today to get a quote.</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/contact/?direct=true" track-name="request a quote" track-type="nav" track-metadata-eventdetail="cloud.google.com/contact/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Save money with our transparent approach to pricing" class="dS49Hc"><div class="hT74i">Request a quote</div></a></div></li></ul></div><div class="eiWTMb " ssk='1#1'><ul class="x6p2cc null"><li class="xrJVEb" W42XEf D0aEmf>Pricing overview and tools</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/pricing/" track-name="google cloud pricing" track-type="nav" track-metadata-eventdetail="cloud.google.com/pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Pricing overview and tools" class="dS49Hc"><div class="hT74i">Google Cloud pricing</div><div class="quGYff">Pay only for what you use with no lock-in.</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/products/calculator/" track-name="pricing calculator" track-type="nav" track-metadata-eventdetail="cloud.google.com/products/calculator/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Pricing overview and tools" class="dS49Hc"><div class="hT74i">Pricing calculator</div><div class="quGYff">Calculate your cloud savings.</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/free/" track-name="google cloud free tier" track-type="nav" track-metadata-eventdetail="cloud.google.com/free/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Pricing overview and tools" class="dS49Hc"><div class="hT74i">Google Cloud free tier</div><div class="quGYff">Explore products with free monthly usage.</div></a></div></li></ul></div><div class="eiWTMb KZuoLc" ssk='1#2'><ul class="x6p2cc oFmYBc"><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/architecture/framework/cost-optimization/" track-name="cost optimization framework" track-type="nav" track-metadata-eventdetail="cloud.google.com/architecture/framework/cost-optimization/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Cost optimization framework</div><div class="quGYff">Get best practices to optimize workload costs.</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/cost-management/" track-name="cost management tools" track-type="nav" track-metadata-eventdetail="cloud.google.com/cost-management/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Cost management tools</div><div class="quGYff">Tools to monitor and control your costs.</div></a></div></li></ul></div><div class="eiWTMb " ssk='1#3'><ul class="x6p2cc v4D3jd"><li class="xrJVEb" W42XEf D0aEmf>Product-specific Pricing</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/compute/all-pricing/" track-name="compute engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/compute/all-pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">Compute Engine</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/sql/pricing/" track-name="cloud sql" track-type="nav" track-metadata-eventdetail="cloud.google.com/sql/pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">Cloud SQL</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/kubernetes-engine/pricing/" track-name="google kubernetes engine" track-type="nav" track-metadata-eventdetail="cloud.google.com/kubernetes-engine/pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">Google Kubernetes Engine</div></a></div></li><li class="qvVOcd" ssk='1#3'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/storage/pricing/" track-name="cloud storage" track-type="nav" track-metadata-eventdetail="cloud.google.com/storage/pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">Cloud Storage</div></a></div></li><li class="qvVOcd" ssk='1#4'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/bigquery/pricing/" track-name="bigquery" track-type="nav" track-metadata-eventdetail="cloud.google.com/bigquery/pricing/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">BigQuery</div></a></div></li><li class="qvVOcd bvMaXc" ssk='1#5'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/pricing/list/" track-name="see full price list with 100+ products" track-type="nav" track-metadata-eventdetail="cloud.google.com/pricing/list/" track-metadata-position="nav - pricing" track-metadata-module="tertiary nav" track-metadata-module_headline="Product-specific Pricing" class="dS49Hc"><div class="hT74i">See full price list with 100+ products</div></a></div></li></ul></div></div></div></div><div class="DU7XFc" ssk='1#4'><div class="gWjkmd"><button class="MVA6me cMQiOc B2T1ad" jsaction="click:hZzK0e" track-name="close" track-type="nav" track-metadata-eventdetail="cloud.google.com" track-metadata-position="nav - resources" track-metadata-module="tertiary nav">close</button><div class="SRdDZb"><div class="eiWTMb " ssk='1#0'><ul class="x6p2cc null"><li class="xrJVEb" W42XEf D0aEmf>Learn & build</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/free/" track-name="google cloud free program" track-type="nav" track-metadata-eventdetail="cloud.google.com/free/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Learn & build" class="dS49Hc"><div class="hT74i">Google Cloud Free Program</div><div class="quGYff">$300 in free credits and 20+ free products.</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/docs/tutorials?doctype=quickstart" track-name="quickstarts" track-type="nav" track-metadata-eventdetail="cloud.google.com/docs/tutorials" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Learn & build" class="dS49Hc"><div class="hT74i">Quickstarts</div><div class="quGYff">Get tutorials and walkthroughs.</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/discover/" track-name="cloud computing basics" track-type="nav" track-metadata-eventdetail="cloud.google.com/discover/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Learn & build" class="dS49Hc"><div class="hT74i">Cloud computing basics</div><div class="quGYff">Learn more about cloud computing topics.</div></a></div></li><li class="qvVOcd" ssk='1#3'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/blog" track-name="blog" track-type="nav" track-metadata-eventdetail="cloud.google.com/blog" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Learn & build" class="dS49Hc"><div class="hT74i">Blog</div><div class="quGYff">Read our latest product news and stories.</div></a></div></li></ul></div><div class="eiWTMb KZuoLc" ssk='1#1'><ul class="x6p2cc oFmYBc"><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/learn/" track-name="learning hub" track-type="nav" track-metadata-eventdetail="cloud.google.com/learn/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Learning Hub</div><div class="quGYff">Grow your career with role-based learning</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/training/" track-name="training" track-type="nav" track-metadata-eventdetail="cloud.google.com/training/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Training</div><div class="quGYff">Enroll in on-demand or classroom training.</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/certification/" track-name="certification" track-type="nav" track-metadata-eventdetail="cloud.google.com/certification/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Certification</div><div class="quGYff">Prepare and register for certifications.</div></a></div></li><li class="qvVOcd" ssk='1#3'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/architecture/" track-name="cloud architecture center" track-type="nav" track-metadata-eventdetail="cloud.google.com/architecture/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" class="dS49Hc"><div class="hT74i">Cloud Architecture Center</div><div class="quGYff">Get reference architectures and best practices.</div></a></div></li></ul></div><div class="eiWTMb KZuoLc" ssk='1#2'><ul class="x6p2cc null"><li class="xrJVEb" W42XEf D0aEmf>Connect</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/innovators/innovatorsplus/" track-name="innovators" track-type="nav" track-metadata-eventdetail="cloud.google.com/innovators/innovatorsplus/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Connect" class="dS49Hc"><div class="hT74i">Innovators</div><div class="quGYff">Join Google Cloud's developer program.</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/developers/" track-name="developer center" track-type="nav" track-metadata-eventdetail="cloud.google.com/developers/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Connect" class="dS49Hc"><div class="hT74i">Developer Center</div><div class="quGYff">Stay in the know and stay connected.</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/events/" track-name="events and webinars" track-type="nav" track-metadata-eventdetail="cloud.google.com/events/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Connect" class="dS49Hc"><div class="hT74i">Events and webinars</div><div class="quGYff">Browse upcoming and on demand events.</div></a></div></li><li class="qvVOcd" ssk='1#3'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/communities/" track-name="google cloud community" track-type="nav" track-metadata-eventdetail="cloud.google.com/communities/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Connect" class="dS49Hc"><div class="hT74i">Google Cloud Community</div><div class="quGYff">Ask questions, find answers, and connect.</div></a></div></li></ul></div><div class="eiWTMb " ssk='1#3'><ul class="x6p2cc null"><li class="xrJVEb" W42XEf D0aEmf>Google Cloud Consulting</li><li class="qvVOcd" ssk='1#0'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/consulting/" track-name="google cloud consulting" track-type="nav" track-metadata-eventdetail="cloud.google.com/consulting/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Google Cloud Consulting" class="dS49Hc"><div class="hT74i">Google Cloud Consulting</div><div class="quGYff">Work with our experts on cloud projects.</div></a></div></li><li class="qvVOcd" ssk='1#1'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/marketplace/" track-name="google cloud marketplace" track-type="nav" track-metadata-eventdetail="cloud.google.com/marketplace/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Google Cloud Consulting" class="dS49Hc"><div class="hT74i">Google Cloud Marketplace</div><div class="quGYff">Deploy ready-to-go solutions in a few clicks.</div></a></div></li><li class="qvVOcd" ssk='1#2'><div jsaction="click:hZzK0e"><a href="https://cloud.google.com/partners/" track-name="google cloud partners" track-type="nav" track-metadata-eventdetail="cloud.google.com/partners/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Google Cloud Consulting" class="dS49Hc"><div class="hT74i">Google Cloud partners</div><div class="quGYff">Explore benefits of working with a partner.</div></a></div></li><li class="qvVOcd" ssk='1#3'><div jsaction="click:hZzK0e"><a href="https://partners.cloud.google.com/" target="_blank" rel="noopener" track-name="become a partner" track-type="nav" track-metadata-eventdetail="partners.cloud.google.com/" track-metadata-position="nav - resources" track-metadata-module="tertiary nav" track-metadata-module_headline="Google Cloud Consulting" class="dS49Hc"><div class="hT74i">Become a partner</div><div class="quGYff">Join the Partner Advantage program.</div></a></div></li></ul></div></div></div></div><div class="DU7XFc" ssk='1#5'></div><div class="DU7XFc" ssk='1#6'></div></div><div class="x969Ce"><div class="EsK74e"><button class="T9qUZe B2T1ad cMQiOc" jsaction="click:J0Hg9d" jsname="IKa7Fe">close</button><div class="xfOwYc"><a href="https://cloud.google.com/" class="ulDdob nKZVnd" track-name="googlecloud" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><img src="https://www.gstatic.com/devrel-devsite/prod/v0e0f589edd85502a40d78d7d0825db8ea5ef3b99ab4070381ee86977c9168730/cloud/images/cloud-logo.svg" class="eL4Gxe" alt="Google Cloud"></a></div></div><div class="h4ICPc"><div class="dupfLe"><ul class="P4S7kc"><li class="PjzMrc" jsaction="click:hL8q4b" ssk='1#0'><a href="https://cloud.google.com/why-google-cloud/" class="apJCwb nKZVnd" track-name="overview" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Overview</span></a><ul class="UBsCXb"><li class="PjzMrc"><span class="apJCwb" class="apJCwb nKZVnd" track-name="overview" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><button class="ueRfAd B2T1ad cMQiOc" jsaction="click:qvkazd" data-navigation-list-mobile-index="0">arrow_forward</button></span></li></ul></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='1#1'><a href="https://cloud.google.com/solutions/" class="apJCwb nKZVnd" track-name="solutions" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Solutions</span></a><ul class="UBsCXb"><li class="PjzMrc"><span class="apJCwb" class="apJCwb nKZVnd" track-name="solutions" track-type="globalNav" track-metadata-eventdetail="nav" 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track-metadata-position="nav"><span class="hECbVe">Pricing</span></a><ul class="UBsCXb"><li class="PjzMrc"><span class="apJCwb" class="apJCwb nKZVnd" track-name="pricing" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><button class="ueRfAd B2T1ad cMQiOc" jsaction="click:qvkazd" data-navigation-list-mobile-index="3">arrow_forward</button></span></li></ul></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='1#4'><a href="https://cloud.google.com/start/" class="apJCwb nKZVnd" track-name="resources" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Resources</span></a><ul class="UBsCXb"><li class="PjzMrc"><span class="apJCwb" class="apJCwb nKZVnd" track-name="resources" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><button class="ueRfAd B2T1ad cMQiOc" jsaction="click:qvkazd" data-navigation-list-mobile-index="4">arrow_forward</button></span></li></ul></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='1#5'><a href="https://cloud.google.com/docs/" class="apJCwb nKZVnd" track-name="docs" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Docs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='1#6'><a href="https://cloud.google.com/support-hub/" class="apJCwb nKZVnd" track-name="support" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Support</span></a></li><li class="Q7059c" jsaction="click:hL8q4b"><a href="https://console.cloud.google.com/" class="apJCwb nKZVnd" track-name="console" track-type="globalNav" track-metadata-eventdetail="nav" track-metadata-position="nav"><span class="hECbVe">Console</span></a></li></ul></div><div class="lxXr8b"><ul class="P4S7kc"><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Accelerate your digital transformation</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/why-google-cloud/" class="apJCwb nKZVnd" track-name="learn more" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Learn more</span></a></li><li class="PjzMrc jRpgBc" ssk='1#1'><span class="apJCwb"><span class="hECbVe">Key benefits</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/why-google-cloud/" class="apJCwb nKZVnd" track-name="why google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Why Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-1'><a href="https://cloud.google.com/ai/" class="apJCwb nKZVnd" track-name="ai and ml" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AI and ML</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-2'><a href="https://cloud.google.com/multicloud/" class="apJCwb nKZVnd" track-name="multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Multicloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-3'><a href="https://cloud.google.com/infrastructure/" class="apJCwb nKZVnd" track-name="global infrastructure" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Global infrastructure</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/data-cloud/" class="apJCwb nKZVnd" track-name="data cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-1'><a href="https://cloud.google.com/solutions/modern-infrastructure/" class="apJCwb nKZVnd" track-name="modern infrastructure cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Modern Infrastructure Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-2'><a href="https://cloud.google.com/security/" class="apJCwb nKZVnd" track-name="security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-3'><a href="https://workspace.google.com/" class="apJCwb nKZVnd" track-name="productivity and collaboration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Productivity and collaboration</span></a></li><li class="PjzMrc jRpgBc" ssk='1#3'><span class="apJCwb"><span class="hECbVe">Reports and insights</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/executive-insights/" class="apJCwb nKZVnd" track-name="executive insights" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Executive insights</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-1'><a href="https://cloud.google.com/analyst-reports/" class="apJCwb nKZVnd" track-name="analyst reports" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Analyst reports</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-2'><a href="https://cloud.google.com/whitepapers/" class="apJCwb nKZVnd" track-name="whitepapers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Whitepapers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-3'><a href="https://cloud.google.com/customers/" class="apJCwb nKZVnd" track-name="customer stories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Customer stories</span></a></li></ul><ul class="P4S7kc"><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions#industry-solutions" class="apJCwb nKZVnd" track-name="industry solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Industry Solutions</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/retail/" class="apJCwb nKZVnd" track-name="retail" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Retail</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/cpg/" class="apJCwb nKZVnd" track-name="consumer packaged goods" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Consumer Packaged Goods</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/financial-services/" class="apJCwb nKZVnd" track-name="financial services" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Financial Services</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/solutions/healthcare-life-sciences/" class="apJCwb nKZVnd" track-name="healthcare and life sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Healthcare and Life Sciences</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/solutions/media-entertainment/" class="apJCwb nKZVnd" track-name="media and entertainment" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Media and Entertainment</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/solutions/telecommunications/" class="apJCwb nKZVnd" track-name="telecommunications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Telecommunications</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/solutions/games/" class="apJCwb nKZVnd" track-name="games" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Games</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/solutions/manufacturing/" class="apJCwb nKZVnd" track-name="manufacturing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Manufacturing</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/solutions/supply-chain-logistics/" class="apJCwb nKZVnd" track-name="supply chain and logistics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Supply Chain and Logistics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/solutions/government/" class="apJCwb nKZVnd" track-name="government" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Government</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/solutions/education/" class="apJCwb nKZVnd" track-name="education" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Education</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/solutions#industry-solutions" class="apJCwb nKZVnd" track-name="see all industry solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all industry solutions</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:13-0'><a href="https://cloud.google.com/solutions/" class="apJCwb nKZVnd" track-name="see all solutions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all solutions</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/camp/" class="apJCwb nKZVnd" track-name="application modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Application Modernization</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/camp/" class="apJCwb nKZVnd" track-name="camp" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">CAMP</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/modernize-traditional-applications/" class="apJCwb nKZVnd" track-name="modernize traditional applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Modernize Traditional Applications</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/migrate-from-paas/" class="apJCwb nKZVnd" track-name="migrate from paas: cloud foundry, openshift" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate from PaaS: Cloud Foundry, Openshift</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/solutions/mainframe-modernization/" class="apJCwb nKZVnd" track-name="migrate from mainframe" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate from Mainframe</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/solutions/software-delivery/" class="apJCwb nKZVnd" track-name="modernize software delivery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Modernize Software Delivery</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/devops/" class="apJCwb nKZVnd" track-name="devops best practices" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">DevOps Best Practices</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/sre/" class="apJCwb nKZVnd" track-name="sre principles" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">SRE Principles</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/solutions/app-modernization/day-2-operations-for-gke/" class="apJCwb nKZVnd" track-name="day 2 operations for gke" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Day 2 Operations for GKE</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/solutions/finops-optimize-gke/" class="apJCwb nKZVnd" track-name="finops and optimization of gke" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">FinOps and Optimization of GKE</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/solutions/modernize-with-edge/" class="apJCwb nKZVnd" track-name="run applications at the edge" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Run Applications at the Edge</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/solutions/architect-multicloud/" class="apJCwb nKZVnd" track-name="architect for multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Architect for Multicloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/solutions/serverless/" class="apJCwb nKZVnd" track-name="go serverless" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Go Serverless</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/ai/" class="apJCwb nKZVnd" track-name="artificial intelligence" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Artificial Intelligence</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/customer-engagement-ai/" class="apJCwb nKZVnd" track-name="customer engagement suite with google ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Customer Engagement Suite with Google AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/document-ai/" class="apJCwb nKZVnd" track-name="document ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Document AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/retail-product-discovery/" class="apJCwb nKZVnd" track-name="vertex ai search for retail" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI Search for retail</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/products/gemini/" class="apJCwb nKZVnd" track-name="gemini for google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Gemini for Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/use-cases/generative-ai/" class="apJCwb nKZVnd" track-name="generative ai on google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Generative AI on Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/apis-and-applications/" class="apJCwb nKZVnd" track-name="apis and applications" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">APIs and Applications</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/new-channels-using-apis/" class="apJCwb nKZVnd" track-name="new business channels using apis" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">New Business Channels Using APIs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/unlocking-legacy-applications/" class="apJCwb nKZVnd" track-name="unlocking legacy applications using apis" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Unlocking Legacy Applications Using APIs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/open-banking-apix/" class="apJCwb nKZVnd" track-name="open banking apix" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Open Banking APIx</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/smart-analytics/" class="apJCwb nKZVnd" track-name="data analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Analytics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/data-migration/" class="apJCwb nKZVnd" track-name="data migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/data-lake/" class="apJCwb nKZVnd" track-name="data lake modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Lake Modernization</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/stream-analytics/" class="apJCwb nKZVnd" track-name="stream analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Stream Analytics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/solutions/marketing-analytics/" class="apJCwb nKZVnd" track-name="marketing analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Marketing Analytics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/datasets/" class="apJCwb nKZVnd" track-name="datasets" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Datasets</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/solutions/business-intelligence/" class="apJCwb nKZVnd" track-name="business intelligence" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Business Intelligence</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/use-cases/ai-data-analytics/" class="apJCwb nKZVnd" track-name="ai for data analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AI for Data Analytics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/databases/" class="apJCwb nKZVnd" track-name="databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Databases</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/database-migration/" class="apJCwb nKZVnd" track-name="database migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Database Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/database-modernization/" class="apJCwb nKZVnd" track-name="database modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Database Modernization</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/databases/games/" class="apJCwb nKZVnd" track-name="databases for games" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Databases for Games</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/products/databases/" class="apJCwb nKZVnd" track-name="google cloud databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud Databases</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/solutions/migrate-oracle-workloads/" class="apJCwb nKZVnd" track-name="migrate oracle workloads to google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate Oracle workloads to Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/solutions/open-source-databases/" class="apJCwb nKZVnd" track-name="open source databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Open Source Databases</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/sql-server/" class="apJCwb nKZVnd" track-name="sql server on google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">SQL Server on Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/products/gemini/databases/" class="apJCwb nKZVnd" track-name="gemini for databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Gemini for Databases</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/infrastructure-modernization/" class="apJCwb nKZVnd" track-name="infrastructure modernization" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Infrastructure Modernization</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/application-migration/" class="apJCwb nKZVnd" track-name="application migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Application Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/sap/" class="apJCwb nKZVnd" track-name="sap on google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">SAP on Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/hpc/" class="apJCwb nKZVnd" track-name="high performance computing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">High Performance Computing</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/windows/" class="apJCwb nKZVnd" track-name="windows on google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Windows on Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/solutions/data-center-migration/" class="apJCwb nKZVnd" track-name="data center migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Center Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/solutions/active-assist/" class="apJCwb nKZVnd" track-name="active assist" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Active Assist</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/solutions/virtual-desktops/" class="apJCwb nKZVnd" track-name="virtual desktops" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Virtual Desktops</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/solutions/cloud-migration-program/" class="apJCwb nKZVnd" track-name="rapid migration and modernization program" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Rapid Migration and Modernization Program</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/solutions/backup-dr/" class="apJCwb nKZVnd" track-name="backup and disaster recovery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Backup and Disaster Recovery</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/solutions/redhat/" class="apJCwb nKZVnd" track-name="red hat on google cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Red Hat on Google Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/solutions/cross-cloud-network/" class="apJCwb nKZVnd" track-name="cross-cloud network" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cross-Cloud Network</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/solutions/observability/" class="apJCwb nKZVnd" track-name="observability" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Observability</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://workspace.google.com/enterprise/" class="apJCwb nKZVnd" track-name="productivity and collaboration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Productivity and Collaboration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect" class="apJCwb nKZVnd" track-name="google workspace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Workspace</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://workspace.google.com/essentials/" class="apJCwb nKZVnd" track-name="google workspace essentials" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Workspace Essentials</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/identity/" class="apJCwb nKZVnd" track-name="cloud identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Identity</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://chromeenterprise.google/" class="apJCwb nKZVnd" track-name="chrome enterprise" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Chrome Enterprise</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://workspace.google.com/products/cloud-search/" class="apJCwb nKZVnd" track-name="cloud search" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Search</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/security/" class="apJCwb nKZVnd" track-name="security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/solutions/security-analytics-and-operations/" class="apJCwb nKZVnd" track-name="security analytics and operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security Analytics and Operations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/web-app-and-api-protection/" class="apJCwb nKZVnd" track-name="web app and api protection" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Web App and API Protection</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/solutions/security-and-resilience/" class="apJCwb nKZVnd" track-name="security and resilience framework" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security and Resilience Framework</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/solutions/risk-and-compliance-as-code/" class="apJCwb nKZVnd" track-name="risk and compliance as code (rcac)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Risk and compliance as code (RCaC)</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/solutions/software-supply-chain-security/" class="apJCwb nKZVnd" track-name="software supply chain security" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Software Supply Chain Security</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/solutions/security-foundation/" class="apJCwb nKZVnd" track-name="security foundation" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security Foundation</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/solutions/secops-cybershield/" class="apJCwb nKZVnd" track-name="google cloud cybershield™" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud Cybershield™</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions#section-13" class="apJCwb nKZVnd" track-name="startups and smb" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Startups and SMB</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/startup/" class="apJCwb nKZVnd" track-name="startup program" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Startup Program</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/smb/" class="apJCwb nKZVnd" track-name="small and medium business" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Small and Medium Business</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/saas/" class="apJCwb nKZVnd" track-name="software as a service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Software as a Service</span></a></li></ul><ul class="P4S7kc"><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Featured Products</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/compute/" class="apJCwb nKZVnd" track-name="compute engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Compute Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/storage/" class="apJCwb nKZVnd" track-name="cloud storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Storage</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/bigquery/" class="apJCwb nKZVnd" track-name="bigquery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">BigQuery</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/run/" class="apJCwb nKZVnd" track-name="cloud run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Run</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/kubernetes-engine/" class="apJCwb nKZVnd" track-name="google kubernetes engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Kubernetes Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/vertex-ai/" class="apJCwb nKZVnd" track-name="vertex ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/looker/" class="apJCwb nKZVnd" track-name="looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Looker</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/apigee/" class="apJCwb nKZVnd" track-name="apigee api management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Apigee API Management</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/sql/" class="apJCwb nKZVnd" track-name="cloud sql" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud SQL</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/ai/gemini/" class="apJCwb nKZVnd" track-name="gemini" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Gemini</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/cdn/" class="apJCwb nKZVnd" track-name="cloud cdn" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud CDN</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products#featured-products/" class="apJCwb nKZVnd" track-name="see all products (100+)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all products (100+)</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/ai/" class="apJCwb nKZVnd" track-name="ai and machine learning" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AI and Machine Learning</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/vertex-ai/" class="apJCwb nKZVnd" track-name="vertex ai platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI Platform</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/generative-ai-studio" class="apJCwb nKZVnd" track-name="vertex ai studio" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI Studio</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/products/agent-builder/" class="apJCwb nKZVnd" track-name="vertex ai agent builder" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI Agent Builder</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/products/conversational-agents/" class="apJCwb nKZVnd" track-name="conversational agents" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Conversational Agents</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/enterprise-search/" class="apJCwb nKZVnd" track-name="vertex ai search" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vertex AI Search</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/speech-to-text/" class="apJCwb nKZVnd" track-name="speech-to-text" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Speech-to-Text</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/text-to-speech/" class="apJCwb nKZVnd" track-name="text-to-speech" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Text-to-Speech</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/translate/" class="apJCwb nKZVnd" track-name="translation ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Translation AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/document-ai/" class="apJCwb nKZVnd" track-name="document ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Document AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/vision/" class="apJCwb nKZVnd" track-name="vision ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Vision AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/solutions/contact-center-ai-platform/" class="apJCwb nKZVnd" track-name="contact center as a service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Contact Center as a Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAE#ai-and-machine-learning" class="apJCwb nKZVnd" track-name="see all ai and machine learning products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all AI and machine learning products</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Business Intelligence</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/looker/" class="apJCwb nKZVnd" track-name="looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Looker</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/looker-studio/" class="apJCwb nKZVnd" track-name="looker studio" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Looker Studio</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/compute/" class="apJCwb nKZVnd" track-name="compute" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Compute</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/compute/" class="apJCwb nKZVnd" track-name="compute engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Compute Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/appengine/" class="apJCwb nKZVnd" track-name="app engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">App Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/gpu/" class="apJCwb nKZVnd" track-name="cloud gpus" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud GPUs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/migrate/virtual-machines/" class="apJCwb nKZVnd" track-name="migrate to virtual machines" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate to Virtual Machines</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/spot-vms/" class="apJCwb nKZVnd" track-name="spot vms" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Spot VMs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/batch/" class="apJCwb nKZVnd" track-name="batch" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Batch</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/compute/docs/nodes/sole-tenant-nodes/" class="apJCwb nKZVnd" track-name="sole-tenant nodes" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Sole-Tenant Nodes</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/bare-metal/" class="apJCwb nKZVnd" track-name="bare metal" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Bare Metal</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/recommender/" class="apJCwb nKZVnd" track-name="recommender" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Recommender</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/vmware-engine/" class="apJCwb nKZVnd" track-name="vmware engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">VMware Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/run/" class="apJCwb nKZVnd" track-name="cloud run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Run</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAUSAQw#compute" class="apJCwb nKZVnd" track-name="see all compute products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all compute products</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/containers/" class="apJCwb nKZVnd" track-name="containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Containers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/kubernetes-engine/" class="apJCwb nKZVnd" track-name="google kubernetes engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Kubernetes Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/run/" class="apJCwb nKZVnd" track-name="cloud run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Run</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/build/" class="apJCwb nKZVnd" track-name="cloud build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Build</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/artifact-registry/" class="apJCwb nKZVnd" track-name="artifact registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Artifact Registry</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/code/" class="apJCwb nKZVnd" track-name="cloud code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Code</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/deploy/" class="apJCwb nKZVnd" track-name="cloud deploy" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Deploy</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/migrate/containers/" class="apJCwb nKZVnd" track-name="migrate to containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate to Containers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/deep-learning-containers/" class="apJCwb nKZVnd" track-name="deep learning containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Deep Learning Containers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/knative/" class="apJCwb nKZVnd" track-name="knative" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Knative</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/smart-analytics/" class="apJCwb nKZVnd" track-name="data analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Data Analytics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/bigquery/" class="apJCwb nKZVnd" track-name="bigquery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">BigQuery</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/looker/" class="apJCwb nKZVnd" track-name="looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Looker</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/dataflow/" class="apJCwb nKZVnd" track-name="dataflow" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Dataflow</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/pubsub/" class="apJCwb nKZVnd" track-name="pub/sub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Pub/Sub</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/dataproc/" class="apJCwb nKZVnd" track-name="dataproc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Dataproc</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/data-fusion/" class="apJCwb nKZVnd" track-name="cloud data fusion" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Data Fusion</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/composer/" class="apJCwb nKZVnd" track-name="cloud composer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Composer</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/biglake/" class="apJCwb nKZVnd" track-name="biglake" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">BigLake</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/dataplex/" class="apJCwb nKZVnd" track-name="dataplex" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Dataplex</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/dataform/" class="apJCwb nKZVnd" track-name="dataform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Dataform</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/analytics-hub/" class="apJCwb nKZVnd" track-name="analytics hub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Analytics Hub</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAQ#data-analytics" class="apJCwb nKZVnd" track-name="see all data analytics products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all data analytics products</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/databases/" class="apJCwb nKZVnd" track-name="databases" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Databases</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/alloydb/" class="apJCwb nKZVnd" track-name="alloydb for postgresql" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AlloyDB for PostgreSQL</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/sql/" class="apJCwb nKZVnd" track-name="cloud sql" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud SQL</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/firestore/" class="apJCwb nKZVnd" track-name="firestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Firestore</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/spanner/" class="apJCwb nKZVnd" track-name="spanner" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Spanner</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/bigtable/" class="apJCwb nKZVnd" track-name="bigtable" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Bigtable</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/datastream/" class="apJCwb nKZVnd" track-name="datastream" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Datastream</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/database-migration/" class="apJCwb nKZVnd" track-name="database migration service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Database Migration Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/bare-metal/" class="apJCwb nKZVnd" track-name="bare metal solution" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Bare Metal Solution</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/memorystore/" class="apJCwb nKZVnd" track-name="memorystore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Memorystore</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/tools/" class="apJCwb nKZVnd" track-name="developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Developer Tools</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/artifact-registry/" class="apJCwb nKZVnd" track-name="artifact registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Artifact Registry</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/code/" class="apJCwb nKZVnd" track-name="cloud code" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Code</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/build/" class="apJCwb nKZVnd" track-name="cloud build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Build</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/deploy/" class="apJCwb nKZVnd" track-name="cloud deploy" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Deploy</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/deployment-manager/docs/" class="apJCwb nKZVnd" track-name="cloud deployment manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Deployment Manager</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/sdk/" class="apJCwb nKZVnd" track-name="cloud sdk" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud SDK</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/scheduler/" class="apJCwb nKZVnd" track-name="cloud scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Scheduler</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/source-repositories/" class="apJCwb nKZVnd" track-name="cloud source repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Source Repositories</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/infrastructure-manager/" class="apJCwb nKZVnd" track-name="infrastructure manager" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Infrastructure Manager</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/workstations/" class="apJCwb nKZVnd" track-name="cloud workstations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Workstations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/products/gemini/code-assist/" class="apJCwb nKZVnd" track-name="gemini code assist" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Gemini Code Assist</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAI#developer-tools" class="apJCwb nKZVnd" track-name="see all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all developer tools</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/distributed-cloud/" class="apJCwb nKZVnd" track-name="distributed cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Distributed Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/distributed-cloud-edge/" class="apJCwb nKZVnd" track-name="google distributed cloud connected" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Distributed Cloud Connected</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/distributed-cloud-hosted/" class="apJCwb nKZVnd" track-name="google distributed cloud air-gapped" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Distributed Cloud Air-gapped</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Hybrid and Multicloud</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/kubernetes-engine/" class="apJCwb nKZVnd" track-name="google kubernetes engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Kubernetes Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/apigee/" class="apJCwb nKZVnd" track-name="apigee api management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Apigee API Management</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/migrate/containers/" class="apJCwb nKZVnd" track-name="migrate to containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate to Containers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/traffic-director/" class="apJCwb nKZVnd" track-name="traffic director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Traffic Director</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/build/" class="apJCwb nKZVnd" track-name="cloud build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Build</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/products/operations/" class="apJCwb nKZVnd" track-name="operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Operations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/distributed-cloud/" class="apJCwb nKZVnd" track-name="google distributed cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Distributed Cloud</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Industry Specific</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/anti-money-laundering-ai/" class="apJCwb nKZVnd" track-name="anti money laundering ai" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Anti Money Laundering AI</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/healthcare-api/" class="apJCwb nKZVnd" track-name="cloud healthcare api" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Healthcare API</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/device-connect/" class="apJCwb nKZVnd" track-name="device connect for fitbit" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Device Connect for Fitbit</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/telecom-network-automation/" class="apJCwb nKZVnd" track-name="telecom network automation" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Telecom Network Automation</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/telecom-data-fabric/" class="apJCwb nKZVnd" track-name="telecom data fabric" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Telecom Data Fabric</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/telecom-subscriber-insights/" class="apJCwb nKZVnd" track-name="telecom subscriber insights" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Telecom Subscriber Insights</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/spectrum-access-system/" class="apJCwb nKZVnd" track-name="spectrum access system (sas)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Spectrum Access System (SAS)</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/integration-services/" class="apJCwb nKZVnd" track-name="integration services" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Integration Services</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/application-integration/" class="apJCwb nKZVnd" track-name="application integration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Application Integration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/workflows/" class="apJCwb nKZVnd" track-name="workflows" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Workflows</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/apigee/" class="apJCwb nKZVnd" track-name="apigee api management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Apigee API Management</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/tasks/" class="apJCwb nKZVnd" track-name="cloud tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Tasks</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/scheduler/" class="apJCwb nKZVnd" track-name="cloud scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Scheduler</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/dataproc/" class="apJCwb nKZVnd" track-name="dataproc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Dataproc</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/data-fusion/" class="apJCwb nKZVnd" track-name="cloud data fusion" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Data Fusion</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/composer/" class="apJCwb nKZVnd" track-name="cloud composer" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Composer</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/pubsub/" class="apJCwb nKZVnd" track-name="pub/sub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Pub/Sub</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/eventarc/docs/" class="apJCwb nKZVnd" track-name="eventarc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Eventarc</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/management/" class="apJCwb nKZVnd" track-name="management tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Management Tools</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/shell/" class="apJCwb nKZVnd" track-name="cloud shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Shell</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/cloud-console/" class="apJCwb nKZVnd" track-name="cloud console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud console</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/endpoints/" class="apJCwb nKZVnd" track-name="cloud endpoints" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Endpoints</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/iam/" class="apJCwb nKZVnd" track-name="cloud iam" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud IAM</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/apis/" class="apJCwb nKZVnd" track-name="cloud apis" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud APIs</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/private-catalog/" class="apJCwb nKZVnd" track-name="service catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Service Catalog</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/cost-management/" class="apJCwb nKZVnd" track-name="cost management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cost Management</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/products/operations/" class="apJCwb nKZVnd" track-name="operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Operations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/carbon-footprint/" class="apJCwb nKZVnd" track-name="carbon footprint" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Carbon Footprint</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/config-connector/docs/overview/" class="apJCwb nKZVnd" track-name="config connector" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Config Connector</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/solutions/active-assist/" class="apJCwb nKZVnd" track-name="active assist" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Active Assist</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAY#managment-tools" class="apJCwb nKZVnd" track-name="see all management tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all management tools</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/solutions/geospatial/" class="apJCwb nKZVnd" track-name="maps and geospatial" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Maps and Geospatial</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/earth-engine/" class="apJCwb nKZVnd" track-name="earth engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Earth Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://mapsplatform.google.com/" class="apJCwb nKZVnd" track-name="google maps platform" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Maps Platform</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Media Services</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/cdn/" class="apJCwb nKZVnd" track-name="cloud cdn" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud CDN</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/livestream/docs/" class="apJCwb nKZVnd" track-name="live stream api" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Live Stream API</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/opencue/" class="apJCwb nKZVnd" track-name="opencue" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">OpenCue</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/transcoder/docs/" class="apJCwb nKZVnd" track-name="transcoder api" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Transcoder API</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/video-stitcher/" class="apJCwb nKZVnd" track-name="video stitcher api" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Video Stitcher API</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/cloud-migration/" class="apJCwb nKZVnd" track-name="migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/migration-center/docs/" class="apJCwb nKZVnd" track-name="migration center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migration Center</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/solutions/application-migration/" class="apJCwb nKZVnd" track-name="application migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Application Migration</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/migrate/virtual-machines/" class="apJCwb nKZVnd" track-name="migrate to virtual machines" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate to Virtual Machines</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/foundation-toolkit/" class="apJCwb nKZVnd" track-name="cloud foundation toolkit" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Foundation Toolkit</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/database-migration/" class="apJCwb nKZVnd" track-name="database migration service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Database Migration Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/migrate/containers/" class="apJCwb nKZVnd" track-name="migrate to containers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Migrate to Containers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/bigquery-transfer/docs/introduction/" class="apJCwb nKZVnd" track-name="bigquery data transfer service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">BigQuery Data Transfer Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/solutions/cloud-migration-program/" class="apJCwb nKZVnd" track-name="rapid migration and modernization program" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Rapid Migration and Modernization Program</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/transfer-appliance/docs/4.0/" class="apJCwb nKZVnd" track-name="transfer appliance" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Transfer Appliance</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/storage-transfer-service/" class="apJCwb nKZVnd" track-name="storage transfer service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Storage Transfer Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/vmware-engine/" class="apJCwb nKZVnd" track-name="vmware engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">VMware Engine</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Mixed Reality</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/immersive-stream/xr/" class="apJCwb nKZVnd" track-name="immersive stream for xr" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Immersive Stream for XR</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/networking/" class="apJCwb nKZVnd" track-name="networking" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Networking</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/armor/" class="apJCwb nKZVnd" track-name="cloud armor" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Armor</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/cdn/" class="apJCwb nKZVnd" track-name="cloud cdn and media cdn" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud CDN and Media CDN</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/dns/" class="apJCwb nKZVnd" track-name="cloud dns" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud DNS</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/load-balancing/" class="apJCwb nKZVnd" track-name="cloud load balancing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Load Balancing</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/nat/" class="apJCwb nKZVnd" track-name="cloud nat" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud NAT</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/hybrid-connectivity/" class="apJCwb nKZVnd" track-name="cloud connectivity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Connectivity</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/network-connectivity-center/" class="apJCwb nKZVnd" track-name="network connectivity center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Network Connectivity Center</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/network-intelligence-center/" class="apJCwb nKZVnd" track-name="network intelligence center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Network Intelligence Center</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/network-tiers/" class="apJCwb nKZVnd" track-name="network service tiers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Network Service Tiers</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/vpc/" class="apJCwb nKZVnd" track-name="virtual private cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Virtual Private Cloud</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/private-service-connect/" class="apJCwb nKZVnd" track-name="private service connect" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Private Service Connect</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAUSAQ0#networking" class="apJCwb nKZVnd" track-name="see all networking products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all networking products</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/operations/" class="apJCwb nKZVnd" track-name="operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Operations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/logging/" class="apJCwb nKZVnd" track-name="cloud logging" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Logging</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/monitoring/" class="apJCwb nKZVnd" track-name="cloud monitoring" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Monitoring</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/error-reporting/" class="apJCwb nKZVnd" track-name="error reporting" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Error Reporting</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/debugger/" class="apJCwb nKZVnd" track-name="cloud debugger" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Debugger</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/trace/" class="apJCwb nKZVnd" track-name="cloud trace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Trace</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/profiler/" class="apJCwb nKZVnd" track-name="cloud profiler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Profiler</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/docs/quotas" class="apJCwb nKZVnd" track-name="cloud quotas" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Quotas</span></a></li><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Productivity and Collaboration</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://about.appsheet.com/home/" class="apJCwb nKZVnd" track-name="appsheet" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AppSheet</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/appsheet/automation/" class="apJCwb nKZVnd" track-name="appsheet automation" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">AppSheet Automation</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://workspace.google.com/solutions/enterprise/?enterprise-benefits_activeEl=connect/" class="apJCwb nKZVnd" track-name="google workspace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Workspace</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://workspace.google.com/essentials/" class="apJCwb nKZVnd" track-name="google workspace essentials" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Workspace Essentials</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://workspace.google.com/solutions/ai/" class="apJCwb nKZVnd" track-name="gemini for workspace" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Gemini for Workspace</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/identity/" class="apJCwb nKZVnd" track-name="cloud identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Identity</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/chrome-enterprise/" class="apJCwb nKZVnd" track-name="chrome enterprise" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Chrome Enterprise</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/security-and-identity/" class="apJCwb nKZVnd" track-name="security and identity" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security and Identity</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/security/products/iam/" class="apJCwb nKZVnd" track-name="cloud iam" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud IAM</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/security/products/sensitive-data-protection/" class="apJCwb nKZVnd" track-name="sensitive data protection" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Sensitive Data Protection</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/security/products/managed-defense/" class="apJCwb nKZVnd" track-name="mandiant managed defense" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Mandiant Managed Defense</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/security/products/threat-intelligence/" class="apJCwb nKZVnd" track-name="google threat intelligence" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Threat Intelligence</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/security/products/security-command-center/" class="apJCwb nKZVnd" track-name="security command center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Security Command Center</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/security/products/security-key-management/" class="apJCwb nKZVnd" track-name="cloud key management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Key Management</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/security/consulting/mandiant-incident-response-services/" class="apJCwb nKZVnd" track-name="mandiant incident response" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Mandiant Incident Response</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://chromeenterprise.google/products/chrome-enterprise-premium/" class="apJCwb nKZVnd" track-name="chrome enterprise premium" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Chrome Enterprise Premium</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/security/products/assured-workloads/" class="apJCwb nKZVnd" track-name="assured workloads" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Assured Workloads</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/security/products/security-operations/" class="apJCwb nKZVnd" track-name="google security operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Security Operations</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:11-0'><a href="https://cloud.google.com/security/consulting/mandiant-services/" class="apJCwb nKZVnd" track-name="mandiant consulting" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Mandiant Consulting</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:12-0'><a href="https://cloud.google.com/products?pds=CAg#security-and-identity" class="apJCwb nKZVnd" track-name="see all security and identity products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See all security and identity products</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/serverless/" class="apJCwb nKZVnd" track-name="serverless" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Serverless</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/run/" class="apJCwb nKZVnd" track-name="cloud run" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Run</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/functions/" class="apJCwb nKZVnd" track-name="cloud functions" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Functions</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/appengine/" class="apJCwb nKZVnd" track-name="app engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">App Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/workflows/" class="apJCwb nKZVnd" track-name="workflows" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Workflows</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://cloud.google.com/api-gateway/" class="apJCwb nKZVnd" track-name="api gateway" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">API Gateway</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/products/storage/" class="apJCwb nKZVnd" track-name="storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Storage</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/storage/" class="apJCwb nKZVnd" track-name="cloud storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Storage</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/products/block-storage/" class="apJCwb nKZVnd" track-name="block storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Block Storage</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/filestore/" class="apJCwb nKZVnd" track-name="filestore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Filestore</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:4-0'><a href="https://cloud.google.com/persistent-disk/" class="apJCwb nKZVnd" track-name="persistent disk" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Persistent Disk</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:5-0'><a href="https://firebase.google.com/products/storage/" class="apJCwb nKZVnd" track-name="cloud storage for firebase" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Storage for Firebase</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:6-0'><a href="https://cloud.google.com/local-ssd/" class="apJCwb nKZVnd" track-name="local ssd" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Local SSD</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:7-0'><a href="https://cloud.google.com/storage-transfer-service/" class="apJCwb nKZVnd" track-name="storage transfer service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Storage Transfer Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:8-0'><a href="https://cloud.google.com/parallelstore/" class="apJCwb nKZVnd" track-name="parallelstore" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Parallelstore</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:9-0'><a href="https://cloud.google.com/netapp-volumes/" class="apJCwb nKZVnd" track-name="google cloud netapp volumes" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud NetApp Volumes</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='4:10-0'><a href="https://cloud.google.com/backup-disaster-recovery/" class="apJCwb nKZVnd" track-name="backup and dr service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Backup and DR Service</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/web3/" class="apJCwb nKZVnd" track-name="web3" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Web3</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/blockchain-node-engine/" class="apJCwb nKZVnd" track-name="blockchain node engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Blockchain Node Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/products/blockchain-rpc/" class="apJCwb nKZVnd" track-name="blockchain rpc" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Blockchain RPC</span></a></li></ul><ul class="P4S7kc"><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Save money with our transparent approach to pricing</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/contact/?direct=true" class="apJCwb nKZVnd" track-name="request a quote" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Request a quote</span></a></li><li class="PjzMrc jRpgBc" ssk='1#1'><span class="apJCwb"><span class="hECbVe">Pricing overview and tools</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/pricing/" class="apJCwb nKZVnd" track-name="google cloud pricing" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud pricing</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-1'><a href="https://cloud.google.com/products/calculator/" class="apJCwb nKZVnd" track-name="pricing calculator" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Pricing calculator</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-2'><a href="https://cloud.google.com/free/" class="apJCwb nKZVnd" track-name="google cloud free tier" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud free tier</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/architecture/framework/cost-optimization/" class="apJCwb nKZVnd" track-name="cost optimization framework" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cost optimization framework</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-1'><a href="https://cloud.google.com/cost-management/" class="apJCwb nKZVnd" track-name="cost management tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cost management tools</span></a></li><li class="PjzMrc jRpgBc" ssk='1#3'><span class="apJCwb"><span class="hECbVe">Product-specific Pricing</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-0'><a href="https://cloud.google.com/compute/all-pricing/" class="apJCwb nKZVnd" track-name="compute engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Compute Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-1'><a href="https://cloud.google.com/sql/pricing/" class="apJCwb nKZVnd" track-name="cloud sql" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud SQL</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-2'><a href="https://cloud.google.com/kubernetes-engine/pricing/" class="apJCwb nKZVnd" track-name="google kubernetes engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Kubernetes Engine</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-3'><a href="https://cloud.google.com/storage/pricing/" class="apJCwb nKZVnd" track-name="cloud storage" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Storage</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-4'><a href="https://cloud.google.com/bigquery/pricing/" class="apJCwb nKZVnd" track-name="bigquery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">BigQuery</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:3-5'><a href="https://cloud.google.com/pricing/list/" class="apJCwb nKZVnd" track-name="see full price list with 100+ products" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">See full price list with 100+ products</span></a></li></ul><ul class="P4S7kc"><li class="PjzMrc jRpgBc" ssk='1#0'><span class="apJCwb"><span class="hECbVe">Learn & build</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-0'><a href="https://cloud.google.com/free/" class="apJCwb nKZVnd" track-name="google cloud free program" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Google Cloud Free Program</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-1'><a href="https://cloud.google.com/docs/tutorials?doctype=quickstart" class="apJCwb nKZVnd" track-name="quickstarts" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Quickstarts</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-2'><a href="https://cloud.google.com/discover/" class="apJCwb nKZVnd" track-name="cloud computing basics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud computing basics</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:0-3'><a href="https://cloud.google.com/blog" class="apJCwb nKZVnd" track-name="blog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Blog</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-0'><a href="https://cloud.google.com/learn/" class="apJCwb nKZVnd" track-name="learning hub" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Learning Hub</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-1'><a href="https://cloud.google.com/training/" class="apJCwb nKZVnd" track-name="training" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Training</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-2'><a href="https://cloud.google.com/certification/" class="apJCwb nKZVnd" track-name="certification" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Certification</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:1-3'><a href="https://cloud.google.com/architecture/" class="apJCwb nKZVnd" track-name="cloud architecture center" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Cloud Architecture Center</span></a></li><li class="PjzMrc jRpgBc" ssk='1#2'><span class="apJCwb"><span class="hECbVe">Connect</span></span></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-0'><a href="https://cloud.google.com/innovators/innovatorsplus/" class="apJCwb nKZVnd" track-name="innovators" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav"><span class="hECbVe">Innovators</span></a></li><li class="PjzMrc" jsaction="click:hL8q4b" ssk='3:2-1'><a href="https://cloud.google.com/developers/" class="apJCwb nKZVnd" track-name="developer center" track-type="navMenu" track-metadata-eventdetail="globalMenu" 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When running a multi-region instance, your database is protected against a regional failure and offers industry-leading 99.999% availability. \u003c/p\u003e"],null,null,null,null,[null,[null,"From a single zone up to eight regions at once"]],[]]],null,null,null,"from-a-single-zone-up-to-eight-regions-at-once"],[[[null,[null,"Easy migration from NoSQL databases"],[null,"\u003cp\u003eLive migrations enable faster and simpler onboarding by ensuring accurate data migration with reduced effort. \u003ca href\u003d\"https://hbase.apache.org/\"\u003eHBase\u003c/a\u003e Bigtable \u003ca href\u003d\"https://github.com/googleapis/java-bigtable-hbase/tree/main/hbase-migration-tools/bigtable-hbase-replication\"\u003ereplication library\u003c/a\u003e allows for no-downtime live migrations with \u003ca href\u003d\"https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#snapshots-preferred-method\"\u003eimport\u003c/a\u003e and \u003ca href\u003d\"https://github.com/googleapis/java-bigtable-hbase/tree/master/bigtable-dataflow-parent/bigtable-beam-import#validating-data\"\u003evalidation\u003c/a\u003e tools to easily load HBase snapshots into Bigtable while \u003ca href\u003d\"https://cloud.google.com/dataflow/docs/guides/templates/provided/cassandra-to-bigtable\"\u003eDataflow templates\u003c/a\u003e simplify migrations from \u003ca href\u003d\"https://cloud.google.com/architecture/cloud-bigtable-for-cassandra-users\"\u003eCassandra\u003c/a\u003e to Bigtable. \u003c/p\u003e"],null,null,null,null,[null,[null,"Easy migration from NoSQL databases"]],[]]],null,[null,null,[13,[[[null,null,[null,"Zero-downtime HBase to Bigtable migrations"],null,null,null,null,null,[]],[[null,null,"https://www.youtube.com/watch?v\u003dShBnpMisJHs"],null,12,[null,[null,null,"https://www.youtube.com/watch?v\u003dShBnpMisJHs"]],{"10000":[[["track-metadata-module","product v3 features"],["track-name","zero-downtime hbase to bigtable migrations"],["track-metadata-eventdetail","www.youtube.com/watch"],["track-metadata-video-id","shbnpmisjhs"]],192559]}]],null,[[[null,null,"https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png"],"Zero-downtime HBase to Bigtable migrations",null,null,null,null,null,[null,[null,null,"https://www.gstatic.com/bricks/image/pI98M20Gm_9Z9HFs-XX7rovorXFG2Fodgh-o3H03waqxNgEvpVfBvoNoJKYZ51uHyFVZHRRYY2yk.png"]],[null,"Zero-downtime HBase to Bigtable migrations"]],[null,null,"https://www.youtube.com/watch?v\u003dShBnpMisJHs"],[762],null,null,[null,[null,null,"https://www.youtube.com/watch?v\u003dShBnpMisJHs"]]]]]],null,"easy-migration-from-nosql-databases"],[[[null,[null,"High-performance, workload-isolated data processing"],[null,"\u003cp\u003eBigtable \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/data-boost-overview\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eData Boost\u003c/a\u003e\u00a0enables users to run analytical queries, batch ETL processes, train ML models or export data faster without affecting transactional workloads. Data Boost does not require capacity planning or management. It allows directly querying data stored in Google\u2019s distributed storage system, \u003ca href\u003d\"https://cloud.google.com/blog/products/storage-data-transfer/a-peek-behind-colossus-googles-file-system\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eColossus\u003c/a\u003e using on-demand capacity letting users easily handle mixed workloads and share data worry-free.\u003c/p\u003e"],null,null,null,null,[null,[null,"High-performance, workload-isolated data processing"]],[]]],null,null,null,"high-performance-workload-isolated-data-processing"],[[[null,[null,"Rich application and tool support"],[null,"\u003cp\u003eEasily connect to the open source ecosystem with the Apache HBase API. Build data-driven applications faster with seamless integrations with \u003ca href\u003d\"https://spark.apache.org/\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eApache Spark\u003c/a\u003e, \u003ca href\u003d\"https://hadoop.apache.org/\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eHadoop\u003c/a\u003e, \u003ca href\u003d\"https://cloud.google.com/kubernetes-engine\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eGKE\u003c/a\u003e, \u003ca href\u003d\"https://cloud.google.com/dataflow\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eDataflow\u003c/a\u003e, \u003ca href\u003d\"https://cloud.google.com/dataproc\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eDataproc\u003c/a\u003e, \u003ca href\u003d\"https://cloud.google.com/vertex-ai/docs/vector-search/overview\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eVertex AI Vector Search\u003c/a\u003e, and \u003ca href\u003d\"https://cloud.google.com/bigquery/docs/export-to-bigtable\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eBigQuery\u003c/a\u003e. Meet development teams where they are with \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/introduction-sql\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eSQL\u003c/a\u003e and client libraries for Java, Go, Python, C#, Node.js, PHP, Ruby, C++, \u003ca href\u003d\"https://hbase.apache.org/\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eHBase\u003c/a\u003e and integration with \u003ca href\u003d\"https://github.com/googleapis/langchain-google-bigtable-python\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eLangChain\u003c/a\u003e.\u003c/p\u003e"],null,null,null,null,[null,[null,"Rich application and tool support"]],[]]],null,null,null,"rich-application-and-tool-support"],[[[null,[null,"No hidden costs"],[null,"\u003cp\u003eNo IOPS charges, no cost for taking or restoring backups, no disproportionate read/write pricing to impact your budget as your workloads evolve.\u003c/p\u003e"],null,null,null,null,[null,[null,"No hidden costs"]],[]]],null,null,null,"no-hidden-costs"],[[[null,[null,"Automated maintenance"],[null,"\u003cp\u003eReduce operational costs and improve reliability for any database size. 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Analyze usage patterns with \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/keyvis-overview\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eKey Visualizer\u003c/a\u003e interactive monitoring tool. Use \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/query-stats\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003equery stats\u003c/a\u003e, \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/table-stats\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003etable stats\u003c/a\u003e, and the \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/hot-tablets\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003ehot tablets tool\u003c/a\u003e for troubleshooting query performance issues and quickly diagnose latency issues with \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/client-side-metrics\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eclient-side monitoring\u003c/a\u003e.\u003c/p\u003e"],null,null,null,null,[null,[null,"Observability"]],[]]],null,null,null,"observability"],[[[null,[null,"Disaster recovery"],[null,"\u003cp\u003eTake instant, \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/backups\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eincremental backups\u003c/a\u003e of your database cost-effectively and restore on demand. Store backups in different regions for additional resilience, easily restore between instances, or projects for test versus production scenarios.\u003c/p\u003e"],null,null,null,null,[null,[null,"Disaster recovery"]],[]]],null,null,null,"disaster-recovery"],[[[null,[null,"Vertex AI Vector Search integration"],[null,"\u003cp\u003eUse the\u00a0\u003ca href\u003d\"https://cloud.google.com/dataflow/docs/guides/templates/provided/bigtable-to-vector-embeddings\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eBigtable to Vertex AI Vector Search template\u003c/a\u003e to index data in your Bigtable database with \u003ca href\u003d\"https://cloud.google.com/vertex-ai/docs/vector-search/overview\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eVertex AI\u003c/a\u003e to perform a similarity search over vector embeddings with \u003ca href\u003d\"https://cloud.google.com/vertex-ai/docs/vector-search/overview\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eVertex AI Vector Search\u003c/a\u003e.\u003c/p\u003e"],null,null,null,null,[null,[null,"Vertex AI Vector Search integration"]],[]]],null,null,null,"vertex-ai-vector-search-integration"],[[[null,[null,"LangChain integration"],[null,"\u003cp\u003eEasily build generative AI applications that are more accurate, transparent, and reliable with built-in kNN nearest neighbor vector search (in preview) and \u003ca href\u003d\"https://cloud.google.com/bigtable/docs/langchain\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eLangChain\u003c/a\u003e integration. Visit the \u003ca href\u003d\"http://github.com/googleapis/langchain-google-bigtable-python\" rel\u003d\"noopener noreferrer\" target\u003d\"_blank\"\u003eGitHub repository\u003c/a\u003e to learn more.\u003c/p\u003e"],null,null,null,null,[null,[null,"LangChain integration"]],[]]],null,null,null,"langchain-integration"]]],{"10000":[[["track-metadata-module","product v3 features"]],191767]}],[71,null,null,null,null,null,null,null,null,null,null,[[[null,[null,"\u003cp\u003eBigtable instances provide compute and storage in one or more regions. Each Bigtable cluster can receive both reads and writes. Data is automatically \"split\" for scalability and replicated between clusters asynchronously. A distributed clock called TrueTime guarantees transactions are correctly ordered.\u00a0\u003c/p\u003e"],null,null,null,null,null,[null,[null,"\u003cp\u003eBigtable instances provide compute and storage in one or more regions. Each Bigtable cluster can receive both reads and writes. 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style\u003d\"color: rgb(102, 102, 102);\"\u003eReltio\u2019s \u003c/span\u003e\u003ca href\u003d\"https://www.youtube.com/watch?v\u003dPq1SSYnzBKQ\" style\u003d\"color: rgb(17, 85, 204);\"\u003ecustomer data platform\u003c/a\u003e\u003cspan style\u003d\"color: rgb(102, 102, 102);\"\u003e (CDP) creates a unified view of data with Bigtable and BigQuery\u003c/span\u003e\u003c/p\u003e"],null,null,null,null,null,[null,[null,"\u003cp\u003e\u003cspan style\u003d\"color: rgb(102, 102, 102);\"\u003eReltio\u2019s \u003c/span\u003e\u003ca href\u003d\"https://www.youtube.com/watch?v\u003dPq1SSYnzBKQ\" style\u003d\"color: rgb(17, 85, 204);\"\u003ecustomer data platform\u003c/a\u003e\u003cspan style\u003d\"color: rgb(102, 102, 102);\"\u003e (CDP) creates a unified view of data with Bigtable and 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bigtable"],["track-metadata-child_total","3"],["track-metadata-child_index","3"]],192551]}]]]]],2]],"cybersecurity"],[[[null,[null,"Media"],null,null,null,null,null,[null,[null,"Media"]]]],[[[[[[null,[null,"Deliver media content and engagement analytics"],[null,"Manage playlists, augmented reality (AR) assets, book, audio, or video catalogs, watch histories, ratings and comments, track viewing progress, and serve personalized content feeds and analytics for content creators and advertisers."],null,null,null,null,[null,[null,"Deliver media content and engagement analytics"]],[]]],[[null,null,"https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q"],"Media Architecture Reference Diagram",null,true,null,null,null,[null,[null,null,"https://lh3.googleusercontent.com/bGpWOYBvdrt_kabhEOpZ9_UfEx_a73qOXSlbvwBiidwlX80fjmnert-7yXcPt60Vgu0NHoyID-Q"]],[null,"Media Architecture Reference Diagram"]]],[[[[null,[null,"\u003cp\u003e\u003cspan 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