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nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/blog/topics/sustainability"track-metadata-module="header"><span>Sustainability</span></a></li></ul></li><li class="glue-header__item "><a class="glue-header__link">Ecosystem<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M5.41 7.59L4 9l8 8 8-8-1.41-1.41L12 14.17"></path></svg></a><ul class="glue-header__list NDdrcc"><li class="glue-header__item "><a class="glue-header__link janap " href="https://cloud.google.com/transform" track-name="it leaders"track-type="blog nav"track-metadata-position="nav"track-metadata-eventdetail="cloud.google.com/transform"track-metadata-module="header"><span>IT Leaders</span></a></li><li class="glue-header__item "><a class="glue-header__link janap">Industries<svg class="nRhiJb-Bz112c nRhiJb-Bz112c-OWXEXe-SFi8G" viewBox="0 0 24 24" role="presentation" aria-hidden="true"><path d="M7.59 18.59L9 20l8-8-8-8-1.41 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fill="#ea4335"/><path d="M55.1667 24.3967C53.93 19.8233 51.37 15.79 47.9267 12.7267L40.3667 20.2867C43.3933 22.7333 45.3333 26.4733 45.3333 30.66V31.9933C49.01 31.9933 52 34.9833 52 38.66C52 42.3367 49.01 45.3267 45.3333 45.3267H32L30.6667 46.6667V54.6667L32 55.9933H45.3333C54.89 55.9933 62.6667 48.2167 62.6667 38.66C62.6667 32.75 59.6933 27.5267 55.1667 24.3967Z" fill="#4285f4"/><path d="M18.6667 55.9933H31.99V45.3267H18.6667C17.6867 45.3267 16.76 45.11 15.92 44.7267L14 45.3167L8.66 50.6567L8.19334 52.46C11.1033 54.6733 14.7333 55.9933 18.6667 55.9933Z" fill="#34a853"/><path d="M18.6667 21.3267C9.11 21.3267 1.33334 29.1033 1.33334 38.66C1.33334 44.2867 4.03 49.2967 8.2 52.4633L15.93 44.7333C13.6167 43.6867 12 41.36 12 38.66C12 34.9833 14.99 31.9933 18.6667 31.9933C21.3667 31.9933 23.6933 33.61 24.74 35.9233L32.47 28.1933C29.3033 24.0233 24.2933 21.3267 18.6667 21.3267Z" fill="#fbbc05"/></svg></div><div class="nRhiJb-ObfsIf"><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-R6PoUb"></div><div class="nRhiJb-kR0ZEf-OWXEXe-GV1x9e-EehZO nRhiJb-fmcmS-oXtfBe"><h1 class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-ibL1re"><span class="FewWi"></span>Compute</div></h1></div></div><p class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-wNfPc Ci4KBb">Learn about Google Cloud compute offerings and the chips that power them.</p></section><section class="nRhiJb-DARUcf"><div class="nRhiJb-DbgRPb-wNfPc-ma6Yeb nRhiJb-DbgRPb-wNfPc-cGMI2b"><div class="LF0cCd" jscontroller="wD9iud" jsaction="rcuQ6b:npT2md" data-next-page-token="2" data-category="" data-feed-block-layout="list" data-language="en" data-tenant-id="cloudblog" data-tag="compute" data-hide-img-on-sm-device="true" data-curated-articles=""><div jsname="KWOeuf" class="MvKdV nRhiJb-DbgRPb-II5mzb-cGMI2b" track-metadata-module="recent articles"><div class="u2M0Kb"><a href="https://cloud.google.com/blog/topics/hpc/whats-new-with-hpc" class="w7DBpd" track-name="what’s new with hpc and ai infrastructure at google cloud"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/topics/hpc/whats-new-with-hpc"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="hpc"track-type="tag">HPC</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">What’s new with HPC and AI infrastructure at Google Cloud</h5><p class="nRhiJb-cHYyed gh5m8">By Annie Ma-Weaver • 9-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks" class="w7DBpd" track-name="unlocking llm training efficiency with trillium — a performance analysis"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/compute/trillium-mlperf-41-training-benchmarks"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="compute"track-type="tag">Compute</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Unlocking LLM training efficiency with Trillium — a performance analysis</h5><p class="nRhiJb-cHYyed gh5m8">By Mohan Pichika • 5-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/infrastructure/how-verve-achieves-37-percent-performance-gains-with-new-gke-features-and-c4-deliver" class="w7DBpd" track-name="how verve achieves 37% performance gains with c4 machines and new gke features"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/infrastructure/how-verve-achieves-37-percent-performance-gains-with-new-gke-features-and-c4-deliver"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="infrastructure"track-type="tag">Infrastructure</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">How Verve achieves 37% performance gains with C4 machines and new GKE features</h5><p class="nRhiJb-cHYyed gh5m8">By Phil Wicklund • 6-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor" class="w7DBpd" track-name="c4a vms now ga: our first custom arm-based axion cpu"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/compute/try-c4a-the-first-google-axion-processor"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="compute"track-type="tag">Compute</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">C4A VMs now GA: Our first custom Arm-based Axion CPU</h5><p class="nRhiJb-cHYyed gh5m8">By Salil Suri • 7-minute read</p></div><div class="OzOXWb"><section class="PBkdHd "><img class=" YwUks" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/C4A.max-700x700.jpg" alt="" loading="lazy"/></section></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview" class="w7DBpd" track-name="powerful infrastructure innovations for your ai-first future"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="compute"track-type="tag">Compute</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Powerful infrastructure innovations for your AI-first future</h5><p class="nRhiJb-cHYyed gh5m8">By Mark Lohmeyer • 12-minute read</p></div><div class="OzOXWb"><section class="PBkdHd "><img class=" YwUks" src="https://storage.googleapis.com/gweb-cloudblog-publish/images/New-Hero-3.0-Powerful-infrastructure-05.max-700x700.jpg" alt="" loading="lazy"/></section></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/compute/updates-to-ai-hypercomputer-software-stack" class="w7DBpd" track-name="ai hypercomputer software updates: faster training and inference a new resource hub and more"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/compute/updates-to-ai-hypercomputer-software-stack"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="compute"track-type="tag">Compute</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">AI Hypercomputer software updates: Faster training and inference, a new resource hub, and more</h5><p class="nRhiJb-cHYyed gh5m8">By Vaibhav Singh • 5-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/infrastructure-modernization/google-is-a-leader-in-gartner-magic-quadrant-for-strategic-cloud-platform-services" class="w7DBpd" track-name="google is a leader in gartner magic quadrant for strategic cloud platform services"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/infrastructure-modernization/google-is-a-leader-in-gartner-magic-quadrant-for-strategic-cloud-platform-services"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="infrastructure modernization"track-type="tag">Infrastructure Modernization</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Google is a Leader in Gartner Magic Quadrant for Strategic Cloud Platform Services</h5><p class="nRhiJb-cHYyed gh5m8">By Brad Calder • 6-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus" class="w7DBpd" track-name="save on gpus: smarter autoscaling for your gke inferencing workloads"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="containers & kubernetes"track-type="tag">Containers & Kubernetes</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Save on GPUs: Smarter autoscaling for your GKE inferencing workloads</h5><p class="nRhiJb-cHYyed gh5m8">By Anna Pendleton • 6-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/storage-data-transfer/hyperdisk-storage-pools-optimizes-gke-block-storage" class="w7DBpd" track-name="want to save on gke block storage costs hyperdisk storage pools can help"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/storage-data-transfer/hyperdisk-storage-pools-optimizes-gke-block-storage"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="storage & data transfer"track-type="tag">Storage & Data Transfer</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Want to save on GKE block storage costs? Hyperdisk Storage Pools can help</h5><p class="nRhiJb-cHYyed gh5m8">By Brian Kaufman • 6-minute read</p></div></div></a></div><div class="u2M0Kb"><a href="https://cloud.google.com/blog/products/storage-data-transfer/backup-and-dr-service-adds-immutable-indelible-backups" class="w7DBpd" track-name="introducing backup vaults for cyber resilience and simplified compute engine backups"track-type="articlefeedblock"track-metadata-eventdetail="cloud.google.com/blog/products/storage-data-transfer/backup-and-dr-service-adds-immutable-indelible-backups"><div class="odmDff YntREd"><div class="exDIId"><div class="Qwf2Db-MnozTc Qwf2Db-MnozTc-OWXEXe-MnozTc-qWD73c nRhiJb-BFbNVe-r8s4j-bMElCd EQ9W8e nRhiJb-fmcmS-oXtfBe" track-name="storage & data transfer"track-type="tag">Storage & Data Transfer</div><h5 class="Qwf2Db-MnozTc qPW6X nRhiJb-DbgRPb-R6PoUb-ma6Yeb Qwf2Db-MnozTc-OWXEXe-MnozTc-II5mzb">Introducing backup vaults for cyber resilience and simplified Compute Engine backups</h5><p class="nRhiJb-cHYyed gh5m8">By Jerome McFarland • 6-minute read</p></div></div></a></div></div><div class="nRhiJb-fmcmS-oXtfBe"><button class="nRhiJb-LgbsSe nRhiJb-LgbsSe-OWXEXe-CNusmb-o6Shpd " jsaction="click:yflUYc" jsname="t6Kl7b" track-metadata-module="recent articles">Load more stories </button></div></div></div></section></div></div><c-data id="i1" jsdata=" BcfmLb;_;1"></c-data></c-wiz><script aria-hidden="true" nonce="X4z-kiEaGVPtkkPOnbSw1w">window.wiz_progress&&window.wiz_progress();window.wiz_tick&&window.wiz_tick('byT1dd');</script><script nonce="X4z-kiEaGVPtkkPOnbSw1w">(function(){'use strict';var c=window,d=[];c.aft_counter=d;var e=[],f=0;function _recordIsAboveFold(a){if(!c._isLazyImage(a)&&!a.hasAttribute("data-noaft")&&a.src){var b=(c._isVisible||function(){})(c.document,a);a.setAttribute("data-atf",b);b&&(e.indexOf(a)!==-1||d.indexOf(a)!==-1||a.complete||d.push(a),a.hasAttribute("data-iml")&&(a=Number(a.getAttribute("data-iml")),a>f&&(f=a)))}} 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