<script type="IN/MemberProfile" data-id="http://www.linkedin.com/pub/vince-campisi/2/a9/243" data-format="hover"  data-text="Vince Campisi" data-related="false"></script><script type="IN/MemberProfile" data-id="http://www.linkedin.com/pub/vince-campisi/2/a9/243" data-format="hover"  data-text="Vince Campisi" data-related="false"></script><script type="IN/MemberProfile" data-id="http://www.linkedin.com/pub/vince-campisi/2/a9/243" data-format="hover"  data-text="Vince Campisi" data-related="false"></script>{"id":2938,"date":"2015-07-02T20:00:04","date_gmt":"2015-07-02T17:00:04","guid":{"rendered":"http:\/\/www.altoros.com\/blog\/?p=2938"},"modified":"2018-08-01T17:21:25","modified_gmt":"2018-08-01T14:21:25","slug":"ge-software-getting-2000x-performance-increase-with-cloud-foundry","status":"publish","type":"post","link":"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/","title":{"rendered":"GE Software Getting 2,000x Performance Increase with Cloud Foundry"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_79_2 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Large-scale_problems\" >Large-scale problems<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Industrial_data_lakes\" >Industrial data lakes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Understanding_your_data\" >Understanding your data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#The_Predix_platform\" >The Predix platform<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Related_videos\" >Related videos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Related_links\" >Related links<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/#Related_slides\" >Related slides<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Large-scale_problems\"><\/span>Large-scale problems<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>When GE Software thinks of an Internet of Things, the thing might be a locomotive, an aircraft engine, or a CT scanner. The company focuses on the Industrial Internet and the Big Data that\u2019s generated by the most rigorous applications.<\/p>\n<p>With the help of Cloud Foundry, the company can deliver the functionality it needs, with big cost savings. Cloud Foundry also enables creation of Industrial Data Lakes in industries such as aviation, transportation, and healthcare.<\/p>\n<p>\u201cIt&#8217;s all about taking data and brilliant machines and connecting them with people to deliver new outcomes for our customers,\u201d according to <!-- Linkedin Profile Badge: http:\/\/3doordigital.com\/wordpress\/plugins\/linkedin-profile-badge\/ -->\r\n<script type=\"IN\/MemberProfile\" data-id=\"http:\/\/www.linkedin.com\/pub\/vince-campisi\/2\/a9\/243\" data-format=\"hover\"  data-text=\"Vince Campisi\" data-related=\"false\"><\/script>, Chief Information Officer for GE Software. In the transportation business, \u201cif you can unlock one more mile per hour for a locomotive running its daily routes, it\u2019s worth up to $2 million per year,\u201d he notes.<\/p>\n<p>Telemetry data and analytics are also gathered in this solution.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2939\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/Telemetry-data-and-analytics-are-also-gathered-in-this-solution.jpg\" alt=\"Telemetry data and analytics are also gathered in this solution\" width=\"640\" height=\"360\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Industrial_data_lakes\"><\/span>Industrial data lakes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Within GE Software\u2019s overall initiatives, Cloud Foundry helps to bring consumer\u00ad-grade capabilities directly to the enterprise. Cloud Foundry thus enables GE Software to leverage its domain experience and expertise into the Industrial Internet to develop a Big Data strategy and create Industrial Data Lakes, according to Campisi. Using the \u201cthird-\u00adplatform\u201d approach first<br \/>\noutlined by IDC, GE is able to \u201caugment this with our reference architecture and design to establish an industrial Data Lake,\u201d he says.<\/p>\n<p>In the company\u2019s aviation division, GE has seen 2000x performance increases, with processes that formerly took months to compute now down to 20 minutes. A graphic showing the scale of data in this project is shown below:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2944\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/Case-study-GE-aviation.jpg\" alt=\"Case study - GE aviation\" width=\"640\" height=\"360\" \/><\/p>\n<p>Security is a key component as well, and GE Software focuses on this aspect in all of its key applications within the Industrial Internet. \u201cWe are working to advance the security and scalability of these Industrial Data Lakes,\u201d notes Campisi.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2945\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/GE-Software-focuses-on-security.jpg\" alt=\"GE Software focuses on security\" width=\"640\" height=\"360\" \/><\/p>\n<p>As more and more data is generated from industrial machines and sensors, the growth of the data in industrial settings is outpacing the consumer Internet by a factor of two.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Understanding_your_data\"><\/span>Understanding your data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Driving business outcomes begins with understanding your data, according to GE. The Industrial Data Lake approach, optimized for industrial scale big data can provide rapid access to data, timely analytics while minimizing storage and compute costs, and agility for mission-critical workloads.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2946\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/The-Industrial-Data-Lake-approach.jpg\" alt=\"The Industrial Data Lake approach\" width=\"640\" height=\"360\" \/><\/p>\n<p>Sensors operating in these environments must be able to withstand extreme temperatures, pressure, humidity, chemicals, and mechanic vibration. They also need to be embedded where it is impractical to run direct wiring or in locations unsafe for humans.<\/p>\n<p>New technology is enabling sensors to capture data in extreme conditions. GE has also developed wireless, battery-\u00adfree, RFID tags that are coated in a special sensing material capable of detecting oxidizers and explosive materials in the air, to detect and quantify dangerous chemicals.<\/p>\n<p>Data collected from sensors can be used to build predictive models based on actual wear and operating conditions. Predictive maintenance models translate large amounts of complex data into insights, giving companies the ability to shift from reactive maintenance to optimized maintenance schedules. These models can help predict future maintenance, provide better operating efficiency, and prevent unplanned downtime.<\/p>\n<p>Total costs go down and agility goes up as the time to analyze is drastically reduced from the months it traditionally takes. According to Campisi, who notes, \u201cOur customers can ingest new data and produce an analytic outcome in just seven days,\u201d he says.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2947\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/The-Industrial-Data-Lake.jpg\" alt=\"The Industrial Data Lake\" width=\"640\" height=\"360\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"The_Predix_platform\"><\/span>The Predix platform<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>GE Software has now integrated its use of Cloud Foundry into the Predix platform (<a href=\"http:\/\/www.predix.io\" target=\"_blank\">http:\/\/www.predix.io<\/a>). One outstanding use of it is simply to &#8220;push wind-turbine&#8221; to manage entire wind-turbine farms as well as individual units.<\/p>\n<p>GE VP\/CTO Harel Kodesh described this process during a presentation at the CF Summit 2015, as shown in the following slide:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-9137 size-full\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/07\/GE-cf-push-wind-turbine2.png\" alt=\"GE-cf-push-wind-turbine\" width=\"676\" height=\"382\" \/><\/p>\n<p>Kodesh noted during his presentation that enterprises today face &#8220;an unprecedented amount of information, and for the first time in history people know what to do with all this data.&#8221;<\/p>\n<p>He goes on to say that &#8220;the interesting thing here is that optimizing a specific turbine along creates wake turbulence, so you want to create analytics that let you optimize performance of the whole farm.&#8221; The use of Predix allows optimization &#8220;at the controller level for the entire farm and also for specific turbines.&#8221;<\/p>\n<p>Wind turbines are encompassed in GE Software&#8217;s overall Industrial Internet activities, which Kodesh notes must &#8220;not only be high-performance but also high-security.\u00a0Privacy is not just a matter of sentiment but is regulated, while at the same time we need to get the right data without sacrificing reliability.&#8221;<\/p>\n<p>GE Software is now focusing on what it calls &#8220;industrial protocols&#8221; and has a GitHub repo, as shown in the following slide:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-9135\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/07\/GE-protocols1.png\" alt=\"GE-protocols\" width=\"640\" height=\"360\" \/><\/p>\n<p>Kodesh also says the company is creating an Industrial Cloud Foundry Dojo at its office in San Ramon, CA.<\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Related_videos\"><\/span>Related videos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><center><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/IxeMY8cdr7E\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/center>You can also watch the presentation &#8220;Cloud Foundry for The Internet of (Really Important) Things&#8221; by Harel Kodesh.<\/p>\n<p><center><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/cvIjvbjB7qo\" width=\"640\" height=\"360\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/center><\/p>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Related_links\"><\/span>Related links<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>You can read this <a href=\"https:\/\/fortune.com\/2015\/08\/05\/ge-preps-industrial-cloud\/\" target=\"_blank\">article<\/a> about why GE is building a cloud of its own.<\/p>\n<p>Here is an <a title=\"Industrial Insights Report produced with Accenture\" href=\"https:\/\/www.gesoftware.com\/sites\/default\/files\/industrial-internet-insights-report.pdf\" target=\"_blank\">Industrial Insights Report produced with Accenture.<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2948\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/Industrial-Insights-Report-produced-with-Accenture.jpg\" alt=\"Industrial Insights Report produced with Accenture\" width=\"640\" height=\"360\" \/><\/p>\n<p>GE: <a title=\"GE: The Industrial Internet &amp; Actionable Insights\" href=\"https:\/\/www.gesoftware.com\/industrial-internet\" target=\"_blank\">The Industrial Internet &amp; Actionable Insights<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2955\" src=\"https:\/\/www.altoros.com\/blog\/wp-content\/uploads\/2015\/04\/The-Industrial-Internet-Actionable-Insights.jpg\" alt=\"The Industrial Internet &amp; Actionable Insights\" width=\"640\" height=\"360\" \/><br \/>\n<div id=\"relatedslides\" class=\"content-section-divider\" data-label=\"Related slides\"><\/div>\n<p>&nbsp;<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Related_slides\"><\/span>Related slides<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>There is also an interesting Slideshare presentation from GE, \u201cData Centers in the Age of the Industrial Internet.\u201d<\/p>\n<p><center><iframe loading=\"lazy\" style=\"border: 1px solid #CCC; border-width: 1px; margin-bottom: 5px; max-width: 100%;\" src=\"\/\/www.slideshare.net\/slideshow\/embed_code\/28833809\" width=\"425\" height=\"355\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" allowfullscreen=\"allowfullscreen\"> <\/iframe><\/center>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Large-scale problems<\/p>\n<p>When GE Software thinks of an Internet of Things, the thing might be a locomotive, an aircraft engine, or a CT scanner. The company focuses on the Industrial Internet and the Big Data that\u2019s generated by the most rigorous applications.<\/p>\n<p>With the help of Cloud Foundry, the company can deliver [&#8230;]<\/p>\n","protected":false},"author":9,"featured_media":3684,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[26],"tags":[873,815,117,28,647],"class_list":["post-2938","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-use-cases","tag-cloud-native","tag-digital-transformation","tag-iot","tag-pivotal-cf","tag-predix"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GE Software Getting 2,000x Performance Increase with Cloud Foundry | Altoros<\/title>\n<meta name=\"description\" content=\"With its PaaS, the company is solving big problems and creating new data lakes for the Industrial Internet.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GE Software Getting 2,000x Performance Increase with Cloud Foundry | Altoros\" \/>\n<meta property=\"og:description\" content=\"Company is Solving Big Problems and Creating New Data Lakes for the Industrial Internet.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.altoros.com\/blog\/ge-software-getting-2000x-performance-increase-with-cloud-foundry\/\" \/>\n<meta property=\"og:site_name\" content=\"Altoros\" \/>\n<meta property=\"article:published_time\" 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