CINXE.COM

<!doctype html> <html lang="en-US" class="no-touch js "> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1">  <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' /> <script type="text/javascript" src="//www.cisco.com/c/dam/cdc/t/ctm-core.js"></script>  <title>Big Data - Cisco Blogs</title> <link rel="canonical" href="https://blogs.cisco.com/tag/big-data" /> <link rel="next" href="https://blogs.cisco.com/tag/big-data/page/2" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="Big Data Archives" /> <meta property="og:url" content="https://blogs.cisco.com/tag/big-data" /> <meta property="og:site_name" content="Cisco Blogs" /> <meta property="og:image" content="https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2020/11/Cisco_Logo_no_TM_Midnight_Blue-RGB.png" /> <meta property="og:image:width" content="912" /> <meta property="og:image:height" content="482" /> <meta property="og:image:type" content="image/png" /> <meta name="twitter:card" content="summary_large_image" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://blogs.cisco.com/tag/big-data","url":"https://blogs.cisco.com/tag/big-data","name":"Big Data - Cisco Blogs","isPartOf":{"@id":"https://blogs.cisco.com/#website"},"primaryImageOfPage":{"@id":"https://blogs.cisco.com/tag/big-data#primaryimage"},"image":{"@id":"https://blogs.cisco.com/tag/big-data#primaryimage"},"thumbnailUrl":"https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/04/Pano_Star1WIndows-scaled.jpg","breadcrumb":{"@id":"https://blogs.cisco.com/tag/big-data#breadcrumb"},"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://blogs.cisco.com/tag/big-data#primaryimage","url":"https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/04/Pano_Star1WIndows-scaled.jpg","contentUrl":"https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/04/Pano_Star1WIndows-scaled.jpg","width":2560,"height":1404},{"@type":"BreadcrumbList","@id":"https://blogs.cisco.com/tag/big-data#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Cisco Blogs","item":"https://blogs.cisco.com/"},{"@type":"ListItem","position":2,"name":"Big Data"}]},{"@type":"WebSite","@id":"https://blogs.cisco.com/#website","url":"https://blogs.cisco.com/","name":"Cisco Blogs","description":"","publisher":{"@id":"https://blogs.cisco.com/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://blogs.cisco.com/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://blogs.cisco.com/#organization","name":"Cisco Systems","url":"https://blogs.cisco.com/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://blogs.cisco.com/#/schema/logo/image/","url":"https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2020/10/Cisco_Logo_no_TM_Sky_Blue-RGB.png","contentUrl":"https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2020/10/Cisco_Logo_no_TM_Sky_Blue-RGB.png","width":912,"height":482,"caption":"Cisco Systems"},"image":{"@id":"https://blogs.cisco.com/#/schema/logo/image/"}}]}</script>  <link rel='dns-prefetch' href='//www.cisco.com' /> <link rel='dns-prefetch' href='//s.w.org' /> <link rel="alternate" type="application/rss+xml" title="Cisco Blogs » Feed" href="https://blogs.cisco.com/feed" /> <link rel="alternate" type="application/rss+xml" title="Cisco Blogs » Comments Feed" href="https://blogs.cisco.com/comments/feed" /> <link rel="alternate" type="application/rss+xml" title="Cisco Blogs » Big Data Tag Feed" href="https://blogs.cisco.com/tag/big-data/feed" /> <script type="text/javascript"> window._wpemojiSettings = {"baseUrl":"https:\/\/s.w.org\/images\/core\/emoji\/13.1.0\/72x72\/","ext":".png","svgUrl":"https:\/\/s.w.org\/images\/core\/emoji\/13.1.0\/svg\/","svgExt":".svg","source":{"concatemoji":"https:\/\/blogs.cisco.com\/wp-includes\/js\/wp-emoji-release.min.js?ver=5.9.2"}}; /*! This file is auto-generated */ !function(e,a,t){var n,r,o,i=a.createElement("canvas"),p=i.getContext&&i.getContext("2d");function s(e,t){var a=String.fromCharCode;p.clearRect(0,0,i.width,i.height),p.fillText(a.apply(this,e),0,0);e=i.toDataURL();return p.clearRect(0,0,i.width,i.height),p.fillText(a.apply(this,t),0,0),e===i.toDataURL()}function c(e){var t=a.createElement("script");t.src=e,t.defer=t.type="text/javascript",a.getElementsByTagName("head")[0].appendChild(t)}for(o=Array("flag","emoji"),t.supports={everything:!0,everythingExceptFlag:!0},r=0;r<o.length;r++)t.supports[o[r]]=function(e){if(!p||!p.fillText)return!1;switch(p.textBaseline="top",p.font="600 32px Arial",e){case"flag":return s([127987,65039,8205,9895,65039],[127987,65039,8203,9895,65039])?!1:!s([55356,56826,55356,56819],[55356,56826,8203,55356,56819])&&!s([55356,57332,56128,56423,56128,56418,56128,56421,56128,56430,56128,56423,56128,56447],[55356,57332,8203,56128,56423,8203,56128,56418,8203,56128,56421,8203,56128,56430,8203,56128,56423,8203,56128,56447]);case"emoji":return!s([10084,65039,8205,55357,56613],[10084,65039,8203,55357,56613])}return!1}(o[r]),t.supports.everything=t.supports.everything&&t.supports[o[r]],"flag"!==o[r]&&(t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&t.supports[o[r]]);t.supports.everythingExceptFlag=t.supports.everythingExceptFlag&&!t.supports.flag,t.DOMReady=!1,t.readyCallback=function(){t.DOMReady=!0},t.supports.everything||(n=function(){t.readyCallback()},a.addEventListener?(a.addEventListener("DOMContentLoaded",n,!1),e.addEventListener("load",n,!1)):(e.attachEvent("onload",n),a.attachEvent("onreadystatechange",function(){"complete"===a.readyState&&t.readyCallback()})),(n=t.source||{}).concatemoji?c(n.concatemoji):n.wpemoji&&n.twemoji&&(c(n.twemoji),c(n.wpemoji)))}(window,document,window._wpemojiSettings); </script> <style type="text/css"> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://blogs.cisco.com/wp-includes/css/dist/block-library/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='wp-components-css' href='https://blogs.cisco.com/wp-includes/css/dist/components/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='wp-block-editor-css' href='https://blogs.cisco.com/wp-includes/css/dist/block-editor/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='wp-nux-css' href='https://blogs.cisco.com/wp-includes/css/dist/nux/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='wp-reusable-blocks-css' href='https://blogs.cisco.com/wp-includes/css/dist/reusable-blocks/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='wp-editor-css' href='https://blogs.cisco.com/wp-includes/css/dist/editor/style.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='mux_video_block_style-css' href='https://blogs.cisco.com/wp-content/plugins/ilab-media-tools/public/blocks/mediacloud-mux.blocks.style.css' type='text/css' media='all' /> <style id='global-styles-inline-css' type='text/css'> body{--wp--preset--color--black: #000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--color--cisco-midnight-blue: #0d274d;--wp--preset--color--cisco-ocean-blue: #1e4471;--wp--preset--color--cisco-sky-blue: #00bceb;--wp--preset--color--cisco-green: #6abf4b;--wp--preset--color--cisco-orange: #fbab18;--wp--preset--color--cisco-red: #e2231a;--wp--preset--color--dark-gray: #495057;--wp--preset--color--medium-gray: #9e9ea2;--wp--preset--color--light-gray: #ced4da;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--duotone--dark-grayscale: url('#wp-duotone-dark-grayscale');--wp--preset--duotone--grayscale: url('#wp-duotone-grayscale');--wp--preset--duotone--purple-yellow: url('#wp-duotone-purple-yellow');--wp--preset--duotone--blue-red: url('#wp-duotone-blue-red');--wp--preset--duotone--midnight: url('#wp-duotone-midnight');--wp--preset--duotone--magenta-yellow: url('#wp-duotone-magenta-yellow');--wp--preset--duotone--purple-green: url('#wp-duotone-purple-green');--wp--preset--duotone--blue-orange: url('#wp-duotone-blue-orange');--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} </style> <link rel='stylesheet' id='category-css-css' href='https://blogs.cisco.com/wp-content/plugins/cisco-category-page-enhancement/css/category-css.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='multiauthor_custom_front_style-css' href='https://blogs.cisco.com/wp-content/plugins/cisco-multiple-authors/css/multiauthor.css?ver=1.1' type='text/css' media='all' /> <link rel='stylesheet' id='parent-style-css' href='https://blogs.cisco.com/wp-content/themes/ciscowordpress/style.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='child-style-css' href='https://blogs.cisco.com/wp-content/themes/ciscowordpress-child/style.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='cisco-header-css' href='https://blogs.cisco.com/wp-content/themes/ciscowordpress-child/style-header-footer.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='ciscowordpress-style-css' href='https://blogs.cisco.com/wp-content/themes/ciscowordpress-child/style.css?ver=5.9.2' type='text/css' media='all' /> <style id='ciscowordpress-style-inline-css' type='text/css'> @media only screen and (min-width: 930px){ ul#featured_categories li{ width: calc(100%/ ); }} </style> <link rel='stylesheet' id='cui-standard-css' href='https://www.cisco.com/web/fw/cisco-ui/1.3.5/dist/css/cui-standard.min.css?ver=5.9.2' type='text/css' media='all' /> <link rel='stylesheet' id='style_login_widget-css' href='https://blogs.cisco.com/wp-content/plugins/miniorange-oauth-oidc-single-sign-on/resources/css/style_login_widget.css?ver=5.9.2' type='text/css' media='all' /> <script type='text/javascript' src='https://blogs.cisco.com/wp-content/plugins/cisco-multiple-authors/js/custom-multiauthor.js?ver=5.9.2' id='multiauthor_custom_js-js'></script> <script type='text/javascript' src='https://code.jquery.com/jquery-3.4.1.min.js?ver=3.1.1' id='jquery-core-js'></script> <script type='text/javascript' src='https://code.jquery.com/jquery-migrate-3.1.0.min.js?ver=3.0.0' id='jquery-migrate-js'></script> <script type='text/javascript' src='https://blogs.cisco.com/wp-content/themes/ciscowordpress/js/card-dropdown.js?ver=5.9.2' id='ciscowordpress-card-tag-dropdown-js'></script> <link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://blogs.cisco.com/xmlrpc.php?rsd" /> <link rel="wlwmanifest" type="application/wlwmanifest+xml" href="https://blogs.cisco.com/wp-includes/wlwmanifest.xml" /> <meta name="generator" content="WordPress 5.9.2" /> <header id="blog-masthead"> <div id="blog-banner" > <a id="blog-logo" title="Cisco Blogs" href="/"> <svg xmlns="http://www.w3.org/2000/svg" width="108" height="57" viewBox="0 0 108 57" role="img"> <title id="blog-logo-title">Cisco Blogs</title><defs><path d="M0 22.769a2.348 2.348 0 0 0 3.935 1.545c.434-.403.7-.955.744-1.545v-5.2a2.34 2.34 0 0 0-4.679 0v5.2" id="bar_short" class="bar"></path><path d="M12.95 22.769a2.349 2.349 0 0 0 2.34 2.171 2.346 2.346 0 0 0 2.339-2.171V11.112a2.341 2.341 0 0 0-4.679 0V22.77" id="bar_tall" class="bar"></path><path d="M25.832 27.464a2.345 2.345 0 0 0 4.678 0V2.249a2.342 2.342 0 0 0-4.678 0v25.215" id="bar_grande" class="bar"></path><path d="M24.026 56.277v-5.002l-.098.043a9.253 9.253 0 0 1-3.605.915 5.303 5.303 0 0 1-3.63-1.07 4.644 4.644 0 0 1-1.58-2.244 5.395 5.395 0 0 1-.106-3 4.6 4.6 0 0 1 1.609-2.566 4.823 4.823 0 0 1 2.528-1.09 8.332 8.332 0 0 1 4.774.895l.108.056v-5.03l-.228-.061a12.78 12.78 0 0 0-4.552-.596 10.534 10.534 0 0 0-4.065.93 9.29 9.29 0 0 0-3.329 2.572 10.014 10.014 0 0 0-.182 12.18 9.546 9.546 0 0 0 5.292 3.403c2.211.538 4.528.456 6.697-.234l.367-.101" id="cisco_c"></path></defs><g fill="#00bceb" fill-rule="evenodd"><use href="#cisco_c"></use><use href="#cisco_c" x="49.5"></use><path d="M41.69 52.125l-.019 4.308.315.054c.989.185 1.987.313 2.99.385a18.1 18.1 0 0 0 2.642.051c.842-.06 1.675-.218 2.48-.468a6.862 6.862 0 0 0 2.573-1.371 5.19 5.19 0 0 0 1.498-2.148 5.912 5.912 0 0 0-.03-4.324 4.852 4.852 0 0 0-1.343-1.862 5.568 5.568 0 0 0-1.97-1.147l-3.25-1.206a1.742 1.742 0 0 1-.887-.845 1.107 1.107 0 0 1 .036-.986 1.29 1.29 0 0 1 .217-.291 1.75 1.75 0 0 1 .48-.347c.363-.18.755-.293 1.158-.337a6.76 6.76 0 0 1 2.072.022c.81.088 1.613.231 2.402.43l.168.037v-3.974l-.31-.067a21.14 21.14 0 0 0-2.444-.435 12.545 12.545 0 0 0-3.213-.014 6.945 6.945 0 0 0-3.699 1.488 4.908 4.908 0 0 0-1.58 2.178 5.984 5.984 0 0 0-.003 4.05c.242.65.63 1.237 1.136 1.714.437.422.932.78 1.47 1.065.708.38 1.458.675 2.235.878.257.077.512.158.766.243l.385.141.11.045c.38.136.726.35 1.018.628.202.19.358.423.455.683.06.237.061.485.003.723a1.536 1.536 0 0 1-.744.892 3.691 3.691 0 0 1-1.239.387 9 9 0 0 1-1.92.097 21.973 21.973 0 0 1-2.507-.334c-.433-.09-.864-.19-1.291-.303l-.16-.04zM30.546 56.607h4.73V37.846h-4.73zM85.305 43.386a4.934 4.934 0 1 1 6.157 7.711 4.934 4.934 0 0 1-6.157-7.71m-6.867 3.848A9.87 9.87 0 0 0 90.44 56.72a9.629 9.629 0 0 0 3.157-17.729 9.934 9.934 0 0 0-15.16 8.244"></path><use href="#bar_short" x="0"></use><use href="#bar_tall" x="0"></use><use href="#bar_grande" x="0"></use><use href="#bar_tall" x="25.875"></use><use href="#bar_short" x="51.75"></use><use href="#bar_tall" x="51.75"></use><use href="#bar_grande" x="51.75"></use><use href="#bar_tall" x="77.625"></use><use href="#bar_short" x="103.375"></use></g> </svg> </a> <div id="blog-cornerstone"> <button id="blog-nav-button-new" onclick="openMenu()" tabindex='1' role="button"> <div> <span></span> <span></span> <span></span> </div> </button> <div id="blog-masthead-title">Cisco Blogs</div> </div> <div id="blog-utilities" class="no-language-selector"> <button id="blog-search-button" title="Search" onclick="openSearch()"> <svg xmlns="http://www.w3.org/2000/svg" width="36" height="36" viewBox="0 0 36 36" role="img" aria-labelledby="srch-btn-title"> <title id="srch-btn-title">Search</title> <path d="M18.694 24.496a9.988 9.988 0 01-3.55.648c-5.524 0-10.002-4.477-10.001-10 0-5.524 4.477-10.002 10-10.001 5.524 0 10.001 4.477 10.001 10 0 2.721-1.177 5.256-2.94 7.06l7.92 7.92" stroke="#4d4c4c" stroke-width="2" fill="none" fill-rule="evenodd" stroke-linejoin="round"></path> </svg> </button> </div> </div> <div id="blog-masthead-overlay" >  <div id="ciscomenu" > <div class="tab"> <button class="tablinks active" onclick="openTabMenu(event, 'thought')" id="btnthought" tabindex='1' role="button">Cisco Thought Leadership </button> <button class="tablinks" onclick="openTabMenu(event, 'product')" id="btnproduct" tabindex='3' role="button">Products & Services </button> <button class="tablinks" onclick="openTabMenu(event, 'industry')" id="btnindustry" tabindex='5' role="button">Industries </button> <button class="tablinks" onclick="openTabMenu(event, 'partners')" id="btnpartners" tabindex='7' role="button">Partners & Customer Success </button> <button class="tablinks" onclick="openTabMenu(event, 'tech-expert')" id="btntech-expert" tabindex='9' role="button">For the Tech Expert </button> <button class="tablinks" onclick="openTabMenu(event, 'country-regions')" id="btncountry-regions" tabindex='11' role="button">Countries & Regions </button> <button class="tablinks" onclick="location.href='https://cisco.com'" type="button" id="cisco-url" tabindex='13'>Cisco.com</button> </div> <div id="thought" class="tabcontent"> <button class="back-button" tabindex='2'>Back</button> <h3>Cisco Thought Leadership </h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-cisco-thought-leadership"><li><a href="https://blogs.cisco.com/digital">Digital Transformation</a></li><li><a href="/news">Executive Platform</a></li><li><a href="/future-of-work">Future of Work</a></li><li><a href="/gov">High Tech Policy</a></li><li><a href="/innovation">Innovation</a></li><li><a href="/our-corporate-purpose">Our Corporate Purpose</a></li><li><a href="/perspectives">Perspectives</a></li><li><a href="/wearecisco">We Are Cisco</a></li></ul> </div> </div> </div> <div id="product" class="tabcontent disable"> <button class="back-button" tabindex='4'>Back</button> <h3>Products & Services</h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-products-services"><li><a href="https://blogs.cisco.com/applications">Applications</a></li><li><a href="/services">Cisco Services (CX)</a></li><li><a href="https://blogs.cisco.com/cloud">Cloud</a></li><li><a href="https://blog.webex.com/">Collaboration</a></li><li><a href="https://blogs.cisco.com/datacenter">Data Center</a></li><li><a href="https://blogs.cisco.com/industrial-iot">Industrial IoT</a></li><li><a href="https://blogs.cisco.com/networking">Networking</a></li><li><a href="https://blogs.cisco.com/security">Security</a></li><li><a href="https://blogs.cisco.com/smb">Small Business</a></li><li><a href="https://blogs.cisco.com/sp">SP360: Service Provider</a></li></ul> </div> <div class="half-section"> <h3>Related Product Blog Sites </h3> <ul id="menu-header-products-services-related"><li><a href="https://www.appdynamics.com/blog/">Cisco AppDynamics Blog</a></li><li><a href="https://meraki.cisco.com/blog">Cisco Meraki Blog</a></li><li><a href="https://blogs.cisco.com/innovation">Innovation</a></li><li><a href="https://www.thousandeyes.com/blog/">Cisco ThousandEyes Blog</a></li><li><a href="https://umbrella.cisco.com/blog">Cisco Umbrella Blog</a></li><li><a href="https://www.splunk.com/en_us/blog/author/admin.html">Splunk - A Cisco Company</a></li><li><a href="https://blog.webex.com/">Webex Blog</a></li></ul> </div> </div> </div> <div id="industry" class="tabcontent disable"> <button class="back-button" tabindex='6'>Back</button> <h3>Industries</h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-industries"><li><a href="https://blogs.cisco.com/education">Education</a></li><li><a href="https://blogs.cisco.com/energy">Energy - Oil & Gas, Mining and Utilities</a></li><li><a href="https://blogs.cisco.com/financialservices">Financial Services</a></li><li><a href="https://blogs.cisco.com/government">Government</a></li><li><a href="https://blogs.cisco.com/healthcare">Healthcare</a></li><li><a href="https://blogs.cisco.com/manufacturing">Manufacturing</a></li><li><a href="https://blogs.cisco.com/retail">Retail & Hospitality</a></li><li><a href="https://blogs.cisco.com/sports-media-entertainment">Sports, Media & Entertainment</a></li><li><a href="https://blogs.cisco.com/transportation">Transportation</a></li></ul> </div> </div> </div> <div id="partners" class="tabcontent disable"> <button class="back-button" tabindex='8'>Back</button> <h3>Partners & Customer Success</h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-partners-customer-success"><li><a href="https://blogs.cisco.com/insidervoices">Cisco Insider Voices</a></li><li><a href="https://blogs.cisco.com/partner">Partners</a></li></ul> </div> </div> </div> <div id="tech-expert" class="tabcontent disable"> <button class="back-button" tabindex='10'>Back</button> <h3>For the Tech Expert</h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-for-the-tech-expert"><li><a href="https://blogs.cisco.com/analytics-automation">Analytics & Intelligent Automation</a></li><li><a href="https://blogs.cisco.com/developer">Developer</a></li><li><a href="https://blogs.cisco.com/learning">Learning Blog</a></li></ul> </div> <div class="half-section"> <h3>Related Blog Sites </h3> <ul id="menu-header-for-the-tech-expert-releated"><li><a href="https://outshift.cisco.com/blog">Outshift Blog (Emerging Tech)</a></li></ul> </div> </div> </div> <div id="country-regions" class="tabcontent disable"> <button class="back-button" tabindex='12'>Back</button> <h3>Country & Regions</h3> <div class="submenu-inner-section"> <div class="half-section"> <ul id="menu-header-countries-regions"><li><a href="https://news-blogs.cisco.com/americas/">AMERICAS Network</a></li><li><a href="https://news-blogs.cisco.com/apjc/">APJC Network</a></li><li><a href="https://news-blogs.cisco.com/emear/">EMEA Network</a></li></ul> <ul id="menu-header-countries-regions-one"><li><a href="https://gblogs.cisco.com/at/">Austria</a></li><li><a href="https://gblogs.cisco.com/be">Belgium - Dutch</a></li><li><a href="https://gblogs.cisco.com/be-fr">Belgium - French</a></li><li><a href="https://gblogs.cisco.com/br/">Brazil</a></li><li><a href="https://gblogs.cisco.com/ca/">Canada - English</a></li><li><a href="https://gblogs.cisco.com/ca-fr/">Canada - French</a></li><li><a href="https://gblogs.cisco.com/fin/">Finland</a></li><li><a href="https://gblogs.cisco.com/fr/">France</a></li><li><a href="https://gblogs.cisco.com/de">Germany</a></li><li><a href="https://gblogs.cisco.com/gr/">Greece</a></li><li><a href="https://gblogs.cisco.com/in">India</a></li><li><a href="https://gblogs.cisco.com/it/">Italy</a></li></ul> </div> <div class="half-section"> <ul id="menu-header-countries-regions-two"><li><a href="https://gblogs.cisco.com/jp/">Japan</a></li><li><a href="https://gblogs.cisco.com/kr">Korea</a></li><li><a href="https://gblogs.cisco.com/la/">Latin America</a></li><li><a href="https://gblogs.cisco.com/nl/">Netherlands</a></li><li><a href="https://gblogs.cisco.com/no">Norway</a></li><li><a href="https://gblogs.cisco.com/pl">Poland</a></li><li><a href="https://gblogs.cisco.com/pt">Portugal</a></li><li><a href="https://gblogs.cisco.com/ro">Romania</a></li><li><a href="https://gblogs.cisco.com/es">Spain</a></li><li><a href="https://gblogs.cisco.com/ch-tech/">Switzerland Technology Blog - English</a></li><li><a href="https://gblogs.cisco.com/ch-fr/">Switzerland - French</a></li><li><a href="https://gblogs.cisco.com/ch-de/">Switzerland - German</a></li><li><a href="https://gblogs.cisco.com/tr/">Turkey</a></li><li><a href="https://gblogs.cisco.com/uki/">UK & Ireland</a></li></ul> </div> </div> </div> </div>   <div id="search-sec"> <div id="srch-container"> <div id="srch-wrapper"> <form action="https://search.cisco.com/search" accept-charset="UTF-8" id="srch-form" name="srch-form" method="get" role="search" aria-label="Sitewide Search"> <div id="srch-inputs"> <label for="srch-phrase" name="search" id="srch-label">Search</label> <input type="search" name="query" id="srch-phrase" placeholder="Search" value="" tabindex="2" autocomplete="off" autocorrect="off" autocapitalize="none" spellcheck="false" min = "3" maxlength="275" aria-describedby="screenreader-instruction" aria-owns="search-typeahead-list" aria-expanded="false" aria-autocomplete="both" aria-activedescendant="" required> <input type="hidden" name="locale" id="srch-locale" value="enUS"> <input type="hidden" name="bizcontext" id="srch-context" value="blogs"> <input type="hidden" name="cat" value=""> <input type="hidden" name="mode" value="text"> <input type="hidden" name="clktyp" value="enter"> <input type="hidden" name="autosuggest" value="false"> <input type="hidden" name="istadisplayed" id="istadisplayed" value="false"> <input type="hidden" name="tareqid" id="tareqid" value=""> <input type="hidden" name="categoryvalue" id="categoryvalue" value=""> </div> <div id="srch-btns"> <button value="Clear" type="button" id="srch-clear-btn" tabindex="3" aria-label="Remove search text" title="Remove search text" class="hidden"> <svg xmlns="http://www.w3.org/2000/svg" class="svg-x" width="36" height="36" viewBox="0 0 36 36" role="img"><g><use href="#svg-x"></use></g></svg> </button> <button value="Search" type="submit" id="srch-btn" tabindex="5" title="Search" aria-label="Search"> <svg xmlns="http://www.w3.org/2000/svg" width="36" height="36" viewBox="0 0 36 36" role="img" aria-labelledby="srch-btn-title"> <title id="srch-btn-title">Search</title> <path d="M18.694 24.496a9.988 9.988 0 01-3.55.648c-5.524 0-10.002-4.477-10.001-10 0-5.524 4.477-10.002 10-10.001 5.524 0 10.001 4.477 10.001 10 0 2.721-1.177 5.256-2.94 7.06l7.92 7.92" stroke="#4d4c4c" stroke-width="2" fill="none" fill-rule="evenodd" stroke-linejoin="round"></path> </svg> </button> </div> </form> <div id="srch-typeahead"></div> <div id="srch-messages"> <div id="srch-error-message"> Voice Search is currently unavailable </div> <div id="srch-voice-message"> Powered by Google Web Speech API </div> <div id="srch-no-voice-message"> We didn't hear that. Try again. </div> <div id="srch-screenreader-instruction">When autocomplete results are available use up and down arrows to review and enter to select</div> <div id="srch-screen-reader-text" aria-live="polite"></div> </div> </div> <div id="srch-quicklinks"> <ul id="menu-search-menu"><li><a href="https://software.cisco.com/download/navigator.html">Downloads</a></li><li><a href="https://www.cisco.com/site/us/en/learn/training-certifications/index.html">Certifications</a></li><li><a href="https://www.cisco.com/c/en/us/solutions/design-zone.html">Design Guides</a></li><li><a href="https://learninglocator.cloudapps.cisco.com/#/home">Training</a></li><li><a href="https://community.cisco.com/">Community</a></li><li><a href="https://www.cisco.com/c/en/us/about/careers.html">Careers</a></li></ul> </div> </div> </div>  </div> </header><link rel="icon" href="https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2024/09/cropped-Cisco-logo-thumb-sky-blue-150x150.jpg" sizes="32x32" /> <link rel="icon" href="https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2024/09/cropped-Cisco-logo-thumb-sky-blue-300x300.jpg" sizes="192x192" /> <link rel="apple-touch-icon" href="https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2024/09/cropped-Cisco-logo-thumb-sky-blue-300x300.jpg" /> <meta name="msapplication-TileImage" content="https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2024/09/cropped-Cisco-logo-thumb-sky-blue-300x300.jpg" /> </head> <body class="archive tag tag-big-data tag-3031 no-sidebar"> <div id="page" class="site"> <cdc-template-micro lang="en" search-set-context="blogs"> <a class="skip-link screen-reader-text" href="#content">Skip to content</a> <header id="masthead" class="site-header"> </header> <div id="content" class="site-content"> <p id="breadcrumbs"><span><span><a href="https://blogs.cisco.com/">Cisco Blogs</a> / <span class="breadcrumb_last" aria-current="page">Big Data</span></span></span></p> <div class="blog-row page-type"><h1 class="item-full">Big Data</h1></div> <div class="cui section"> <div class="blog-row"> <div class="blog-card item-thirds-1"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> April 26, 2022</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/financialservices/big-data-explosion#comments">2 <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/financialservices">FINANCIAL SERVICES</a></p> <a href="https://blogs.cisco.com/financialservices/big-data-explosion" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/04/Pano_Star1WIndows-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/alslamecka "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/05/IL20220517140248-Al-Slamecka-150x150.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/alslamecka" title="Posts by Al Slamecka" rel="author">Al Slamecka</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/financialservices/big-data-explosion"><h4 class="base-margin-bottom"> Big Data Explosion </h4></a> <p class="read-time">3 min read</p> <p class="card-paragraph"> On top of the priority list for many financial services institutions is how to get more value from the plethora of data that they collect. To leverage this data, there are many new technologies that can help FSIs deliver on the promise for personalized financial services and increased revenue. </p> </div> <div class="card-social-footer" id="social-foot-398533"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/financialservices/big-data-explosion" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/financialservices/big-data-explosion&text=Big Data Explosion&via=Cisco" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/financialservices/big-data-explosion&title=Big Data Explosion" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Big Data Explosion&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0ABig Data Explosion%0A%0Ahttps://blogs.cisco.com/financialservices/big-data-explosion%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="398533">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-398533"></span></span> <div class="card-tags-dropdown-content" id="tag-content-398533"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/cloud">#Cloud</a></li><li><a href="https://blogs.cisco.com/tag/artificial-intelligence">Artificial Intelligence (AI)</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/big-data-analytics">big data analytics</a></li><li><a href="https://blogs.cisco.com/tag/financial-services-industry">Financial Services</a></li><li><a href="https://blogs.cisco.com/tag/financial-services-solutions">financial services solutions</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-2"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> March 25, 2022</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/analytics-automation/connecting-data-sources#respond"> <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/analytics-automation">ANALYTICS &AMP; INTELLIGENT AUTOMATION</a></p> <a href="https://blogs.cisco.com/analytics-automation/connecting-data-sources" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/03/anton-maksimov-5642-su-wrkNQmhmdvY-unsplash-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/sabhambr "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/03/IL20220301231009-Sanaa-Bhambri-150x150.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/sabhambr" title="Posts by Sanaa Bhambri" rel="author">Sanaa Bhambri</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/analytics-automation/connecting-data-sources"><h4 class="base-margin-bottom"> Connecting Data Sources </h4></a> <p class="read-time">3 min read</p> <p class="card-paragraph"> Almost all organizations have lots of data. However, many would admit that they are not realizing its full potential. In fact, “Cross-industry studies show that on average, less than half of an organization’s structured data is actively used in making decisions—and less than 1% of its unstructured data is analyzed or used at all,” as stated […] </p> </div> <div class="card-social-footer" id="social-foot-395738"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/analytics-automation/connecting-data-sources" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/analytics-automation/connecting-data-sources&text=Connecting Data Sources&via=Cisco_Analytics" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/analytics-automation/connecting-data-sources&title=Connecting Data Sources" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Connecting Data Sources&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0AConnecting Data Sources%0A%0Ahttps://blogs.cisco.com/analytics-automation/connecting-data-sources%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="395738">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-395738"></span></span> <div class="card-tags-dropdown-content" id="tag-content-395738"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/analytics">analytics</a></li><li><a href="https://blogs.cisco.com/tag/automation">automation</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/data-sources">data sources</a></li><li><a href="https://blogs.cisco.com/tag/pull-based">pull-based</a></li><li><a href="https://blogs.cisco.com/tag/push-based">push-based</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-3"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> February 18, 2022</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort#respond"> <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/datacenter">DATA CENTER</a></p> <a href="https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/01/kaleida-health-case-study_0-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/dddasgupta "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2021/02/DD-headshot.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/dddasgupta" title="Posts by DD Dasgupta" rel="author">DD Dasgupta</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort"><h4 class="base-margin-bottom"> Cisco Intersight Fuels Efficiencies for a Kaleida Data Center Modernization Effort </h4></a> <p class="read-time">2 min read</p> <p class="card-paragraph"> Kaleida Health, the largest health system in Western New York, successfully implemented a sweeping data center modernization effort by utilizing the powerful combination of Cisco HyperFlex, Cisco ACI, and Cisco Intersight. </p> </div> <div class="card-social-footer" id="social-foot-389079"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort&text=Cisco Intersight Fuels Efficiencies for a Kaleida Data Center Modernization Effort&via=CiscoDC" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort&title=Cisco Intersight Fuels Efficiencies for a Kaleida Data Center Modernization Effort" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Cisco Intersight Fuels Efficiencies for a Kaleida Data Center Modernization Effort&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0ACisco Intersight Fuels Efficiencies for a Kaleida Data Center Modernization Effort%0A%0Ahttps://blogs.cisco.com/datacenter/cisco-intersight-fuels-efficiencies-for-a-kaleida-data-center-modernization-effort%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="389079">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-389079"></span></span> <div class="card-tags-dropdown-content" id="tag-content-389079"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/ciscohyperflex">#CiscoHyperflex</a></li><li><a href="https://blogs.cisco.com/tag/automation">automation</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/cisco-aci">Cisco ACI</a></li><li><a href="https://blogs.cisco.com/tag/cisco-hyperflex">Cisco HyperFlex</a></li><li><a href="https://blogs.cisco.com/tag/cisco-intersight">Cisco Intersight</a></li><li><a href="https://blogs.cisco.com/tag/cloud-data-center">cloud data center</a></li><li><a href="https://blogs.cisco.com/tag/cloud-datacenter">Cloud datacenter</a></li><li><a href="https://blogs.cisco.com/tag/cloud-operations">Cloud Operations</a></li><li><a href="https://blogs.cisco.com/tag/data-center">data center</a></li><li><a href="https://blogs.cisco.com/tag/data-center-modernization">data center modernization</a></li><li><a href="https://blogs.cisco.com/tag/health-datacenter">health datacenter</a></li><li><a href="https://blogs.cisco.com/tag/scalable-cloud-efficiency">Scalable Cloud Efficiency</a></li><li><a href="https://blogs.cisco.com/tag/security">Security</a></li><li><a href="https://blogs.cisco.com/tag/systems-integration">systems integration</a></li></ul></div> </div></div> </div> </div></div><div class="blog-row"> <div class="blog-card item-thirds-1"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> August 31, 2021</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera#respond"> <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/datacenter">DATA CENTER</a></p> <a href="https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2021/08/IL20210827014349-Data-Center-scaled-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/sivasivakumar "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/06/IL20220610135607-Siva-Sivakumar-scaled-150x150.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/sivasivakumar" title="Posts by Siva Sivakumar" rel="author">Siva Sivakumar</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera"><h4 class="base-margin-bottom"> Accelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera </h4></a> <p class="read-time">3 min read</p> <p class="card-paragraph"> Cisco Data Intelligence Platform (CDIP) will soon offer full support of Apache Spark 3.0 with the Cloudera Data Platform and NVIDIA GPU. Cisco has collaborated with NVIDIA and Cloudera to develop this new feature. The CDIP on CIsco UCS is a private cloud platform that runs your data-intensive and artifiical intelligence workloads. </p> </div> <div class="card-social-footer" id="social-foot-376822"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera&text=Accelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera&via=CiscoDC" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera&title=Accelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Accelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0AAccelerate Data Lake on Cisco Data Intelligence Platform with NVIDIA and Cloudera%0A%0Ahttps://blogs.cisco.com/datacenter/accelerate-data-lake-on-cisco-data-intelligence-platform-with-nvidia-and-cloudera%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="376822">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-376822"></span></span> <div class="card-tags-dropdown-content" id="tag-content-376822"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/artificial-intelligence">Artificial Intelligence (AI)</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/cisco-intersight">Cisco Intersight</a></li><li><a href="https://blogs.cisco.com/tag/cisco-ucs">Cisco UCS</a></li><li><a href="https://blogs.cisco.com/tag/data-analytics">data analytics</a></li><li><a href="https://blogs.cisco.com/tag/data-center">data center</a></li><li><a href="https://blogs.cisco.com/tag/data-science">Data Science</a></li><li><a href="https://blogs.cisco.com/tag/deep-learning">Deep learning</a></li><li><a href="https://blogs.cisco.com/tag/hybrid-cloud">Hybrid Cloud</a></li><li><a href="https://blogs.cisco.com/tag/hybrid-work">hybrid work</a></li><li><a href="https://blogs.cisco.com/tag/machine-learning">Machine Learning (ML)</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-2"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> April 5, 2021</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops#comments">8 <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/analytics-automation">ANALYTICS &AMP; INTELLIGENT AUTOMATION</a></p> <a href="https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2021/03/IL20210312180425-AM270421-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/usrivast "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2021/04/usrivast1.png)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/usrivast" title="Posts by Utkarsh Srivastava" rel="author">Utkarsh Srivastava</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops"><h4 class="base-margin-bottom"> Accelerating ML/AI Deployments using MLOps </h4></a> <p class="read-time">3 min read</p> <p class="card-paragraph"> MLOps framework helps in accelerating ML/AI deployments conveniently at scale ensuring improved data security and enhanced model accuracy. </p> </div> <div class="card-social-footer" id="social-foot-357294"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops&text=Accelerating ML/AI Deployments using MLOps&via=Cisco_Analytics" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops&title=Accelerating ML/AI Deployments using MLOps" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Accelerating ML/AI Deployments using MLOps&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0AAccelerating ML/AI Deployments using MLOps%0A%0Ahttps://blogs.cisco.com/analytics-automation/accelerating-ml-ai-deployments-using-mlops%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="357294">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-357294"></span></span> <div class="card-tags-dropdown-content" id="tag-content-357294"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/dataevangelism">#DataEvangelism</a></li><li><a href="https://blogs.cisco.com/tag/analytics">analytics</a></li><li><a href="https://blogs.cisco.com/tag/application-performance">application performance</a></li><li><a href="https://blogs.cisco.com/tag/artificial-intelligence">Artificial Intelligence (AI)</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/governance">Governance</a></li><li><a href="https://blogs.cisco.com/tag/it-operations">IT Operations</a></li><li><a href="https://blogs.cisco.com/tag/machine-learning">Machine Learning (ML)</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-3"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> April 20, 2020</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research#respond"> <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/education">EDUCATION</a></p> <a href="https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2020/04/b79d338b-moonset_over_esos_very_large_telescope-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/grimthabtemariam "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/10/Screen-Shot-2022-10-28-at-2.42.59-AM.png)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/grimthabtemariam" title="Posts by Grimt Habtemariam" rel="author">Grimt Habtemariam</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research"><h4 class="base-margin-bottom"> Kubernetes + Cisco Container Platform: Petascale Genetic Research </h4></a> <p class="read-time">3 min read</p> <p class="card-paragraph"> Clemson University is using Kubernetes and the Cisco Container Platform for cancer research. Find out how it can help speed your research as well. </p> </div> <div class="card-social-footer" id="social-foot-319580"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research&text=Kubernetes + Cisco Container Platform: Petascale Genetic Research&via=Cisco" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research&title=Kubernetes + Cisco Container Platform: Petascale Genetic Research" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Kubernetes + Cisco Container Platform: Petascale Genetic Research&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0AKubernetes + Cisco Container Platform: Petascale Genetic Research%0A%0Ahttps://blogs.cisco.com/education/kubernetes-cisco-container-platform-petascale-genetic-research%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="319580">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-319580"></span></span> <div class="card-tags-dropdown-content" id="tag-content-319580"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/cisco-container-platform">Cisco Container Platform</a></li><li><a href="https://blogs.cisco.com/tag/data-analytics">data analytics</a></li><li><a href="https://blogs.cisco.com/tag/kubernetes">Kubernetes</a></li><li><a href="https://blogs.cisco.com/tag/research">research</a></li></ul></div> </div></div> </div> </div></div><div class="blog-row"> <div class="blog-card item-thirds-1"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> February 19, 2020</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco#comments">1 <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/analytics-automation">ANALYTICS &AMP; INTELLIGENT AUTOMATION</a></p> <a href="https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://alln-extcloud-storage.cisco.com/Cisco_Blogs:blogs/1/2020/02/main_post_image-600x200.png);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/danielgriffin "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/07/1563015229-bpfull.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/danielgriffin" title="Posts by Daniel Griffin" rel="author">Daniel Griffin</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco"><h4 class="base-margin-bottom"> Answering The Big Three Data Science Questions At Cisco </h4></a> <p class="read-time">20 min read</p> <p class="card-paragraph"> Data Science Applied In Business Today. In the past decade, there has been an explosion in the application of data science outside of academic realms. The use of general, statistical, predictive machine learning models has achieved high success rates across multiple occupations including finance, marketing, sales, and engineering, as well as multiple industries including entertainment, […] </p> </div> <div class="card-social-footer" id="social-foot-312514"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco&text=Answering The Big Three Data Science Questions At Cisco&via=Cisco_Analytics" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco&title=Answering The Big Three Data Science Questions At Cisco" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Answering The Big Three Data Science Questions At Cisco&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0AAnswering The Big Three Data Science Questions At Cisco%0A%0Ahttps://blogs.cisco.com/analytics-automation/answering-the-big-three-data-science-questions-at-cisco%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="312514">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-312514"></span></span> <div class="card-tags-dropdown-content" id="tag-content-312514"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/ai-ml">AI/ML</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/business-analytics">Business Analytics</a></li><li><a href="https://blogs.cisco.com/tag/cisco-ai-ml">Cisco AI/ML</a></li><li><a href="https://blogs.cisco.com/tag/data-science">Data Science</a></li><li><a href="https://blogs.cisco.com/tag/decision-making">decision making</a></li><li><a href="https://blogs.cisco.com/tag/innovation">innovation</a></li><li><a href="https://blogs.cisco.com/tag/machine-learning">Machine Learning (ML)</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-2"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> February 5, 2020</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform#comments">1 <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/datacenter">DATA CENTER</a></p> <a href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://alln-extcloud-storage.cisco.com/Cisco_Blogs:blogs/1/2020/02/AV29605-V5-600x200.jpg);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/sivasivakumar "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/06/IL20220610135607-Siva-Sivakumar-scaled-150x150.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/sivasivakumar" title="Posts by Siva Sivakumar" rel="author">Siva Sivakumar</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform"><h4 class="base-margin-bottom"> Cisco Data Intelligence Platform Powered by Cloudera Data Platform </h4></a> <p class="read-time">2 min read</p> <p class="card-paragraph"> CDP Data Center is an on-premises edition of Cloudera Data Platform. This new product combines the best of Cloudera Enterprise Data Hub (EDH) and Hortonworks Data Platform (HDP) Enterprise along with new features and enhancements. </p> </div> <div class="card-social-footer" id="social-foot-310834"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform&text=Cisco Data Intelligence Platform Powered by Cloudera Data Platform&via=CiscoDC" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform&title=Cisco Data Intelligence Platform Powered by Cloudera Data Platform" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Cisco Data Intelligence Platform Powered by Cloudera Data Platform&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0ACisco Data Intelligence Platform Powered by Cloudera Data Platform%0A%0Ahttps://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-powered-by-cloudera-data-platform%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="310834">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-310834"></span></span> <div class="card-tags-dropdown-content" id="tag-content-310834"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/ai-ml">AI/ML</a></li><li><a href="https://blogs.cisco.com/tag/analytics">analytics</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/cisco-ucs">Cisco UCS</a></li><li><a href="https://blogs.cisco.com/tag/cloudera">Cloudera</a></li></ul></div> </div></div> </div> </div> <div class="blog-card item-thirds-3"> <div class="card-header"> <div class="card-social-header"> <p class="card-social-header-date"> September 23, 2019</p> <div class="card-social-header-comments"> <p class="comment-link"> <a href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real#respond"> <span class="icon-comment icon-extra-small"></span></a> </p> </div> </div> <p class="category"><a href="https://blogs.cisco.com/datacenter">DATA CENTER</a></p> <a href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real" class="blog-image-link" style="display:unset;"> <div class ="card-img-header" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/./5d8b657cb1610-600x200.png);"></div> </a> </div><div class="card-author-section"> <a href=" https://blogs.cisco.com/author/francoiserees "> <div class ="blog-thumb" style="background-image:url(https://storage.googleapis.com/blogs-images-new/ciscoblogs/1/2022/06/IL20220606155458-Francoise-Rees-150x150.jpg)"></div> </a> <p class="card-author-name"> <a href="https://blogs.cisco.com/author/francoiserees" title="Posts by Francoise Rees" rel="author">Francoise Rees</a> </p> </div><div class="card__body"> <a class="card-link" href="https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real"><h4 class="base-margin-bottom"> Cisco Data Intelligence Platform Gets Real </h4></a> <p class="read-time">2 min read</p> <p class="card-paragraph"> Data scientists constant search for newer techniques and technologies that can unlock the power of their data is leading them towards artificial intelligence (AI) and machine learning (ML) tools and... </p> </div> <div class="card-social-footer" id="social-foot-296034"> <div class="card-social-icon-container">  <a href = "https://www.linkedin.com/cws/share?url=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real" aria-label="Share on LinkedIn" data-title=" " data-config-metrics-group='social_shares' data-config-metrics-title='linkedin_shares' data-config-metrics-item='linkedin_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/linkedin.svg"></a>  <a href="https://twitter.com/intent/tweet?url=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real&text=Cisco Data Intelligence Platform Gets Real&via=CiscoDC" target='_blank' aria-label="Share on Twitter" data-config-metrics-group='social_shares' data-config-metrics-title='twitter_shares' data-config-metrics-item='twitter_share'><img src="/wp-content/themes/ciscowordpress/svg/X.svg"></a>  <a href = "http://www.facebook.com/sharer/sharer.php?u=https://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real&title=Cisco Data Intelligence Platform Gets Real" aria-label="Share on Facebook" data-config-metrics-group='social_shares' data-config-metrics-title='facebook_shares' data-config-metrics-item='facebook_share' onclick="javascript:window.open(this.href, '', 'menubar=no,toolbar=no,resizable=yes,scrollbars=yes,height=600,width=600');return false;"><img src="/wp-content/themes/ciscowordpress/svg/facebook.svg"></a>  <a href="mailto:?subject=Cisco Blog: Cisco Data Intelligence Platform Gets Real&body=I saw this post on Cisco Blogs and thought you might like to read it.%0A%0ACisco Data Intelligence Platform Gets Real%0A%0Ahttps://blogs.cisco.com/datacenter/cisco-data-intelligence-platform-gets-real%0A%0A****Disclaimer****%0A%0ACisco is not responsible for the content of this email, and its contents do not necessarily reflect Cisco’s views or opinions. Cisco has not verified the email address or name of the sender." aria-label="Share via Email" data-config-metrics-group='social_shares' data-config-metrics-title='email_shares' data-config-metrics-item='email_share'> <img src="/wp-content/themes/ciscowordpress/svg/email_icon_no_circle.svg"></a> </div> <div class="card-tags-dropdown"> <span class="card-tags-btn" id="296034">Tags <span class="icon-chevron-down icon-extra-small" id="chevron-icon-296034"></span></span> <div class="card-tags-dropdown-content" id="tag-content-296034"> <div class="tag-sec"><ul class="columns"><li><a href="https://blogs.cisco.com/tag/ai-ml">AI/ML</a></li><li><a href="https://blogs.cisco.com/tag/artificial-intelligence">Artificial Intelligence (AI)</a></li><li><a href="https://blogs.cisco.com/tag/big-data">Big Data</a></li><li><a href="https://blogs.cisco.com/tag/cisco-ucs">Cisco UCS</a></li></ul></div> </div></div> </div> </div></div> </div> <div class="blog-row"> <div class="cui item-full" style="margin: 0 auto; display: table;"> <ul class="pagination pagination--small"> <li class='active'><a href='https://blogs.cisco.com/tag/big-data' >1</a></li><li><a href='https://blogs.cisco.com/tag/big-data/page/2' >2</a></li><li><a href='https://blogs.cisco.com/tag/big-data/page/3' >3</a></li><li><a href='https://blogs.cisco.com/tag/big-data/page/4' >4</a></li> <li><a href='https://blogs.cisco.com/tag/big-data/page/2'><span class='icon-chevron-right'></span></a></li></ul> </div> </div> </div>  <div id="social-footer" class="blog-row"> <ul class="social-footer-item item-full"> <h5> CONNECT WITH US </h5> <ul id="social-icons-list"> <li> <a href="https://www.linkedin.com/company/cisco/" target="_blank" rel=”noopener noreferrer” tabindex="0" alt="Go to Cisco's LinkedIn"><svg width="32" height="32" viewBox="0 0 32 32" role="img" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><path d="m24.80382,24.53603l-3.70694,0l0,-5.62559c0,-1.34209 -0.02431,-3.06801 -1.92709,-3.06801c-1.92986,0 -2.22361,1.46262 -2.22361,2.97171l0,5.72189l-3.70347,0l0,-11.56902l3.55417,0l0,1.58181l0.05069,0c0.49445,-0.90976 1.70486,-1.86868 3.50903,-1.86868c3.75347,0 4.44722,2.39528 4.44722,5.51111l0,6.34478zm-15.74236,-13.1495c-1.19097,0 -2.15139,-0.934 -2.15139,-2.08552c0,-1.15084 0.96042,-2.08485 2.15139,-2.08485c1.18611,0 2.14931,0.93401 2.14931,2.08485c0,1.15152 -0.9632,2.08552 -2.14931,2.08552l0,0zm1.85486,13.1495l0,-11.56902l-3.71111,0l0,11.56902l3.71111,0zm15.73403,-20.65724l-21.30556,0c-1.01736,0 -1.84444,0.78249 -1.84444,1.74815l0,20.74545c0,0.96499 0.82708,1.74882 1.84444,1.74882l21.30556,0c1.02014,0 1.84931,-0.78383 1.84931,-1.74882l0,-20.74545c0,-0.96566 -0.82917,-1.74815 -1.84931,-1.74815l0,0z" fill="#fff" fill-rule="evenodd"></path></svg></a></li> <li> <a href="https://twitter.com/Cisco/" target="_blank" rel=”noopener noreferrer” tabindex="0" alt="Go to Cisco's Twitter"><svg width="32" height="32" viewBox="0 0 32 32" role="img" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"> <path d="M25.2019 2H30.1087L19.3887 13.8605L32 30H22.1254L14.3913 20.2115L5.54174 30H0.631901L12.0981 17.3138L0 2H10.1252L17.1162 10.9471L25.2019 2ZM23.4797 27.1569H26.1987L8.64785 4.69374H5.73013L23.4797 27.1569Z" fill="#fff"/> </svg></a></li> <li> <a href="https://www.facebook.com/cisco/" target="_blank" rel=”noopener noreferrer” tabindex="0" alt="Go to Cisco's Facebook"><svg width="32" height="32" viewBox="0 0 32 32" role="img" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><path d="m26.62006,4l-22.2403,0c-0.7622,0 -1.37976,0.59894 -1.37976,1.33804l0,21.56635c0,0.73891 0.61756,1.33803 1.37976,1.33803l11.97343,0l0,-9.38796l-3.25793,0l0,-3.65868l3.25793,0l0,-2.69815c0,-3.13113 1.97213,-4.83613 4.85266,-4.83613c1.37975,0 2.56571,0.09955 2.91135,0.14415l0,3.2722l-1.99788,0.00091c-1.56654,0 -1.86993,0.72183 -1.86993,1.7812l0,2.33582l3.7362,0l-0.48652,3.65868l-3.24968,0l0,9.38796l6.37067,0c0.76191,0 1.37975,-0.59912 1.37975,-1.33803l0,-21.56635c0,-0.7391 -0.61784,-1.33804 -1.37975,-1.33804" fill="#fff"></path></svg></a></li> <li> <a href="https://www.instagram.com/cisco/?hl=en" target="_blank" rel=”noopener noreferrer” tabindex="0" alt= "Go to Cisco's Instagram"><svg width="32" height="32" viewBox="0 0 32 32" role="img" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g fill="#fff"><path d="m22.23823,2.07724l-12.4768,0c-4.23706,0 -7.68419,3.44729 -7.68419,7.68435l0,12.4768c0,4.23723 3.44713,7.68436 7.68419,7.68436l12.4768,0c4.23739,0 7.68452,-3.4473 7.68452,-7.68436l0,-12.4768c0.00016,-4.23706 -3.44713,-7.68435 -7.68452,-7.68435zm5.21409,20.16115c0,2.87494 -2.33899,5.21377 -5.21393,5.21377l-12.47696,0c-2.87478,0.00016 -5.2136,-2.33883 -5.2136,-5.21377l0,-12.4768c0,-2.87477 2.33882,-5.21376 5.2136,-5.21376l12.4768,0c2.87494,0 5.21393,2.33899 5.21393,5.21376l0,12.4768l0.00016,0z"></path><path d="m15.99999,8.82524c-3.9564,0 -7.17508,3.21868 -7.17508,7.17508c0,3.95624 3.21868,7.17476 7.17508,7.17476c3.9564,0 7.17509,-3.21852 7.17509,-7.17476c0,-3.9564 -3.21869,-7.17508 -7.17509,-7.17508zm0,11.87908c-2.59395,0 -4.70449,-2.11021 -4.70449,-4.70416c0,-2.59412 2.11038,-4.7045 4.70449,-4.7045c2.59412,0 4.7045,2.11038 4.7045,4.7045c0,2.59395 -2.11054,4.70416 -4.7045,4.70416z"></path><path d="m23.47599,6.73035c-0.476,0 -0.9436,0.1927 -1.27976,0.53035c-0.33781,0.336 -0.532,0.80376 -0.532,1.28141c0,0.47617 0.19435,0.94377 0.532,1.28141c0.336,0.336 0.80376,0.53036 1.27976,0.53036c0.47765,0 0.94377,-0.19436 1.28141,-0.53036c0.33765,-0.33764 0.53036,-0.80541 0.53036,-1.28141c0,-0.47765 -0.19271,-0.94541 -0.53036,-1.28141c-0.336,-0.33765 -0.80376,-0.53035 -1.28141,-0.53035z"></path></g></svg></a></li> <li> <a href="https://www.youtube.com/user/Cisco/welcome" target="_blank" rel=”noopener noreferrer” tabindex="0" alt="Go to Cisco's Youtube"><svg width="32" height="32" viewBox="0 0 32 32" role="img" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><path d="m12.73901,19.93335l-0.00144,-8.54172l8.47104,4.28574l-8.4696,4.25598zm18.59878,-10.02146c0,0 -0.30631,-2.09493 -1.24635,-3.01746c-1.19214,-1.21081 -2.52842,-1.21682 -3.14122,-1.28769c-4.38704,-0.30753 -10.96784,-0.30753 -10.96784,-0.30753l-0.01363,0c0,0 -6.58064,0 -10.96784,0.30753c-0.61283,0.07087 -1.94862,0.07688 -3.14119,1.28769c-0.93998,0.92253 -1.24586,3.01746 -1.24586,3.01746c0,0 -0.31352,2.46013 -0.31352,4.92024l0,2.30635c0,2.46008 0.31352,4.92018 0.31352,4.92018c0,0 0.30588,2.09496 1.24586,3.01749c1.19257,1.21085 2.7591,1.17254 3.45682,1.29945c2.50808,0.23321 10.65906,0.30539 10.65906,0.30539c0,0 6.58758,-0.00962 10.97462,-0.31712c0.6128,-0.07089 1.94908,-0.07687 3.14122,-1.28772c0.94004,-0.92253 1.24635,-3.01749 1.24635,-3.01749c0,0 0.31306,-2.4601 0.31306,-4.92018l0,-2.30635c0,-2.46011 -0.31306,-4.92024 -0.31306,-4.92024l0,0z" fill="#fff"></path></svg></a></li> </ul> </ul> </div>  </cdc-template-micro>  </div> <script type="text/javascript" src="//www.cisco.com/c/dam/cdc/t/ctm.js"></script> <script> function convert_to_url(obj) { return Object .keys(obj) .map(k => `${encodeURIComponent(k)}=${encodeURIComponent(obj[k])}`) .join('&'); } function pass_to_backend() { if(window.location.hash) { var hash = window.location.hash; var elements = {}; hash.split("#")[1].split("&").forEach(element => { var vars = element.split("="); elements[vars[0]] = vars[1]; }); if(("access_token" in elements) || ("id_token" in elements) || ("token" in elements)) { if(window.location.href.indexOf("?") !== -1) { window.location = (window.location.href.split("?")[0] + window.location.hash).split('#')[0] + "?" + convert_to_url(elements); } else { window.location = window.location.href.split('#')[0] + "?" + convert_to_url(elements); } } } } pass_to_backend(); </script> <script type='text/javascript' src='https://blogs.cisco.com/wp-content/themes/ciscowordpress-child/style-header-footer.js' id='cisco-header-footer-js-js'></script> <script type='text/javascript' src='https://blogs.cisco.com/wp-content/themes/ciscowordpress/js/navigation.js?ver=20151215' id='ciscowordpress-navigation-js'></script> <script type='text/javascript' src='https://blogs.cisco.com/wp-content/themes/ciscowordpress/js/skip-link-focus-fix.js?ver=20151215' id='ciscowordpress-skip-link-focus-fix-js'></script> <footer id="fw-footer-v2" class="container " tabindex="-1" data-owner="ID"> <div class="new-footer-wrapper"> <div class="primary"> <button class="a_plus"> Quick Links <span class="minus"></span> </button> <ul id="menu-quick-links"><li><a href="http://www.cisco.com/c/en/us/about.html">About Cisco</a></li><li><a href="http://www.cisco.com/c/en/us/about/contact-cisco.html">Contact Us</a></li><li><a href="http://www.cisco.com/c/en/us/about/careers.html">Careers</a></li><li><a href="https://www.cisco.com/site/us/en/partners/connect-with-a-partner/index.html?ccid=cc000864&dtid=odiprc001129">Connect with a partner</a></li></ul> <div class="social inner"> <a id="ff-facebook" href="//www.facebook.com/Cisco/" data-config-metrics-group="Footer" title="facebook" target="_self"></a> <a id="ff-twitter" href="//twitter.com/Cisco/" data-config-metrics-group="Footer" title="twitter" target="_self"></a> <a id="ff-linkedin" href="//www.linkedin.com/company/cisco" data-config-metrics-group="Footer" title="linkedin" target="_self"></a> <a id="ff-youtube" href="//www.youtube.com/user/cisco" data-config-metrics-group="Footer" title="youtube" target="_self"></a> <a id="ff-instagram" href="//www.instagram.com/cisco/" data-config-metrics-group="Footer" title="instagram" target="_self"></a> </div> </div> <div class="secondary"> <button class="a_plus"> Resources and Legal <span class="minus"></span> </button> <ul id="menu-resources-and-legal"><li><a href="https://ciscocx.qualtrics.com/jfe/form/SV_bwrmeoKrBHYxOyW?Ref=/c/en/us/index.html">Feedback</a></li><li><a href="https://www.cisco.com/c/en/us/about/help.html">Help</a></li><li><a href="https://www.cisco.com/c/en/us/about/legal/terms-conditions.html">Terms & Conditions</a></li><li><a href="https://www.cisco.com/c/en/us/about/legal/privacy-full.html">Privacy</a></li><li><a href="https://www.cisco.com/c/en/us/about/legal/privacy-full.html#cookies">Cookies / Do not sell or share my personal data</a></li><li><a href="https://www.cisco.com/c/en/us/about/accessibility.html">Accessibility</a></li><li><a href="https://www.cisco.com/c/en/us/about/legal/trademarks.html">Trademarks</a></li><li><a href="https://www.cisco.com/c/dam/en_us/about/supply-chain/cisco-modern-slavery-statement.pdf">Supply Chain Transparency</a></li><li><a href="https://newsroom.cisco.com/c/r/newsroom/en/us/index.html">Newsroom</a></li><li><a href="https://www.cisco.com/c/en/us/about/sitemap.html">Sitemap</a></li></ul> </div> <div class="social outer"> <a id="ff-facebook" href="//www.facebook.com/Cisco/" data-config-metrics-group="Footer" title="facebook" target="_self"></a> <a id="ff-twitter" href="//twitter.com/Cisco/" data-config-metrics-group="Footer" title="twitter" target="_self"></a> <a id="ff-linkedin" href="//www.linkedin.com/company/cisco" data-config-metrics-group="Footer" title="linkedin" target="_self"></a> <a id="ff-youtube" href="//www.youtube.com/user/cisco" data-config-metrics-group="Footer" title="youtube" target="_self"></a> <a id="ff-instagram" href="//www.instagram.com/cisco/" data-config-metrics-group="Footer" title="instagram" target="_self"></a> </div> <div class="copy-right">©<span class="footer-date"></span>2025 Cisco Systems, Inc.</div> </div> </footer> <script type="text/javascript"> jQuery(document).ready(function ($) { for (let i = 0; i < document.forms.length; ++i) { let form = document.forms[i]; if ($(form).attr("method") != "get") { $(form).append('<input type="hidden" name="ZqRaToQMBcYtp" value="ebk@Qd" />'); } if ($(form).attr("method") != "get") { $(form).append('<input type="hidden" name="ROjVEQDH" value="ST_lOq" />'); } if ($(form).attr("method") != "get") { $(form).append('<input type="hidden" name="KRJGDE" value="T3DNEB]YSk6I" />'); } } $(document).on('submit', 'form', function () { if ($(this).attr("method") != "get") { $(this).append('<input type="hidden" name="ZqRaToQMBcYtp" value="ebk@Qd" />'); } if ($(this).attr("method") != "get") { $(this).append('<input type="hidden" name="ROjVEQDH" value="ST_lOq" />'); } if ($(this).attr("method") != "get") { $(this).append('<input type="hidden" name="KRJGDE" value="T3DNEB]YSk6I" />'); } return true; }); jQuery.ajaxSetup({ beforeSend: function (e, data) { if (data.type !== 'POST') return; if (typeof data.data === 'object' && data.data !== null) { data.data.append("ZqRaToQMBcYtp", "ebk@Qd"); data.data.append("ROjVEQDH", "ST_lOq"); data.data.append("KRJGDE", "T3DNEB]YSk6I"); } else { data.data = data.data + '&ZqRaToQMBcYtp=ebk@Qd&ROjVEQDH=ST_lOq&KRJGDE=T3DNEB]YSk6I'; } } }); }); </script> </body> </html>