{"id":32637,"date":"2023-06-18T03:01:00","date_gmt":"2023-06-18T10:01:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=32637"},"modified":"2023-06-13T17:57:42","modified_gmt":"2023-06-14T00:57:42","slug":"big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/","title":{"rendered":"Big Data Clusters: Building the Best Infrastructure Platform for Big Data Workloads"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"300\" height=\"332\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/Silicon_Mechanics_report.png\" alt=\"\" class=\"wp-image-32638\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/Silicon_Mechanics_report.png 300w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/Silicon_Mechanics_report-271x300.png 271w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/Silicon_Mechanics_report-136x150.png 136w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure><\/div>\n\n\n<p>Getting the benefits of big data analytics can be challenging, but it is a necessary endeavor for any organization to succeed going forward. Understanding the challenges to maximizing big data analytics and DL, and how to overcome them, is crucial. Determining your expectations up front, and carefully orchestrating your infrastructure build, will allow you to construct an architecture that is scalable and prepared for the demands big data applications will place on it. <a href=\"https:\/\/go.sourcecode.com\/rs\/750-IVG-810\/images\/Triton-Big-Data-Clusters-White-Paper-Silicon-Mechanics%20%281%29.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">The Silicon Mechanics Triton Big Data Cluster<\/a> can help make your big data analytics goals a reality. This reference architecture delivers a flexible, scalable platform that is robust enough to meet your high-speed data processing needs while ultimately reducing TCO.<\/p>\n\n\n\n<p>Our friends over at Silicon Mechanics put together a <a href=\"https:\/\/go.sourcecode.com\/rs\/750-IVG-810\/images\/Triton-Big-Data-Clusters-White-Paper-Silicon-Mechanics%20%281%29.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">guide<\/a> for the Triton Big Data Cluster\u2122 reference architecture that addresses many challenges and can be the big data analytics and DL training solution blueprint many organizations need to start their big data infrastructure journey.<\/p>\n\n\n\n<p>The <a href=\"https:\/\/go.sourcecode.com\/rs\/750-IVG-810\/images\/Triton-Big-Data-Clusters-White-Paper-Silicon-Mechanics%20%281%29.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">guide<\/a> is for a technical person, especially those who might be a system admin in government, research, financial services, life sciences, oil and gas, or a similarly compute-intensive field. This individual may be tasked with making the organization\u2019s big data strategic initiatives a reality by enabling efficient, scalable access to data and finding ways to extend the value of their IT investment while still meeting computing needs.<\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/inside-bigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;<a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on LinkedIn:&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/insidebigdata\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.linkedin.com\/company\/insidebigdata\/<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on Facebook:&nbsp;<a href=\"https:\/\/www.facebook.com\/insideBIGDATANOW\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.facebook.com\/insideBIGDATANOW<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our friends over at Silicon Mechanics put together a guide for the Triton Big Data Cluster\u2122 reference architecture that addresses many challenges and can be the big data analytics and DL training solution blueprint many organizations need to start their big data infrastructure journey. The guide is for a technical person, especially those who might be a system admin in government, research, financial services, life sciences, oil and gas, or a similarly compute-intensive field.<\/p>\n","protected":false},"author":10513,"featured_media":29170,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[65,115,62,68,180,183,268,56,84,1],"tags":[280,357,1020,264,1318,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big Data Clusters: Building the Best Infrastructure Platform for Big Data Workloads - insideBIGDATA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data Clusters: Building the Best Infrastructure Platform for Big Data Workloads - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Our friends over at Silicon Mechanics put together a guide for the Triton Big Data Cluster\u2122 reference architecture that addresses many challenges and can be the big data analytics and DL training solution blueprint many organizations need to start their big data infrastructure journey. The guide is for a technical person, especially those who might be a system admin in government, research, financial services, life sciences, oil and gas, or a similarly compute-intensive field.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2023-06-18T10:01:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-14T00:57:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2022\/04\/Data-virtualization_shutterstock_1062915266.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"168\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editorial Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editorial Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/\",\"url\":\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/\",\"name\":\"Big Data Clusters: Building the Best Infrastructure Platform for Big Data Workloads - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2023-06-18T10:01:00+00:00\",\"dateModified\":\"2023-06-14T00:57:42+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2023\/06\/18\/big-data-clusters-building-the-best-infrastructure-platform-for-big-data-workloads\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Big Data Clusters: Building the Best Infrastructure Platform for Big Data Workloads\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; 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