{"id":24819,"date":"2020-05-15T12:57:15","date_gmt":"2020-05-15T10:57:15","guid":{"rendered":"https:\/\/www.tpole.it\/news-by-t-pole\/server-vs-desktop-which-architecture-to-use-for-digital-imaging-and-machine-vision\/"},"modified":"2020-06-06T12:14:02","modified_gmt":"2020-06-06T10:14:02","slug":"server-vs-desktop-which-architecture-to-use-for-digital-imaging-and-machine-vision","status":"publish","type":"post","link":"https:\/\/www.tpole.it\/en\/news-by-t-pole\/server-vs-desktop-which-architecture-to-use-for-digital-imaging-and-machine-vision\/","title":{"rendered":"Server Vs. Desktop: which architecture to use for digital imaging and machine vision?"},"content":{"rendered":"\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-normal-font-size\">It was November 2008 when Intel\u00ae, with the presentation of Nahalem, the first generation of the Core &#x2122; architecture, introduced a distinction for solutions aimed at the desktop market segment.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide has-background is-stacked-on-mobile\" style=\"background-color:#f5f5f5;grid-template-columns:49% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"419\" src=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/IntelCoreExtreme.jpg\" alt=\"\" class=\"wp-image-23724\" srcset=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/IntelCoreExtreme.jpg 685w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/IntelCoreExtreme-470x287.jpg 470w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-normal-font-size\"><strong> Two distinct sockets for as many product ranges <\/strong>: LGA 1150 for <strong> mainstream <\/strong> desktops, LGA 1366 for enthusiast products, then called <strong> HEDT <\/strong> (High End Desktop). The solutions of the latter category could equip <strong> processors with multiple cores <\/strong> and memory controllers that <strong> exceeded the limits of the dual channel of the maintream counterparts<\/strong>, in addition to having a <strong> greater number of PCIe lines <\/strong> to be used for expansion cards.<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Time has gone by, sockets have changed, but this market distinction for Intel\u00ae is still valid today, although it is now possible to configure a mainstream desktop machine with the same number of cores as an HEDT or entry level server solution.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p style=\"font-size:18px\"><strong> The question is legitimate: if I have the same number of cores available, when to use a high-end mainstream desktop system and when to use an entry level server system, more complex and economically less advantageous? <\/strong><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-normal-font-size\"><strong> The answer is depends <\/strong>: as in all sizing problems, in the first place it is necessary to identify the bottlenecks that limit the performance of the application software during execution.<\/p>\n\n\n\n<p class=\"has-normal-font-size\">In terms of pure processing, a desktop processor can have a higher clock frequency than a server processor, and hence a single thread performance higher than the same IPC (Instructions per clock), which depends on the architecture.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-normal-font-size\">Problems arise when memory-bounded algorithms are run, that is, whose perforance depends strictly on the bandwidth made available by the memory system.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"970\" height=\"467\" src=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling-970x467.jpeg\" alt=\"\" class=\"wp-image-25305\" srcset=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling-970x467.jpeg 970w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling-470x226.jpeg 470w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling-768x369.jpeg 768w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling-244x117.jpeg 244w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/06\/XeonScaling.jpeg 1023w\" sizes=\"auto, (max-width: 970px) 100vw, 970px\" \/><figcaption>Screenshot<\/figcaption><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-normal-font-size\">For example, if we consider the field of artificial vision, the convolution of a kernel on an image or the application of operators of mathematical morphology are two <strong> types of work that perform non-local accesses to memory causing frequent cache misses . The time spent waiting for the data is the time in which the CPU does not proceed with the processing, and this limits the final performance of the application in a more or less important way.<\/strong><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-media-text alignwide has-background is-stacked-on-mobile\" style=\"background-color:#f5f5f5\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"685\" height=\"548\" src=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/XeonCloseUp.jpg\" alt=\"\" class=\"wp-image-23684\" srcset=\"https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/XeonCloseUp.jpg 685w, https:\/\/www.tpole.it\/wp-content\/uploads\/2020\/05\/XeonCloseUp-375x300.jpg 375w\" sizes=\"auto, (max-width: 685px) 100vw, 685px\" \/><\/figure><div class=\"wp-block-media-text__content\">\n<p class=\"has-text-align-left has-normal-font-size\">To minimize the impact of cache misses, two solutions can be used: <strong> use processors with a larger cache <\/strong> or <strong> use a more performing memory subsystem <\/strong>. And <strong> this is where Server processors make a difference compared to mainstream desktop counterparts, limited by the adoption of dual channel memory controllers<\/strong>.<\/p>\n<\/div><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-normal-font-size\">Now that the Intel\u00ae HEDT range is migrating towards the performance of single-socket server systems and remembering that no Intel\u00ae Core &#x2122; X-Series HEDT processor has been included in the <strong> embedded roadmap <\/strong> by Intel\u00ae, it is It is increasingly common to resort to server-based solutions such as graphic workstations for digital imaging or artificial vision, especially after the presentation of the <strong> Intel\u00ae Xeon &#x2122; W-Series processors dedicated to this type of application <\/strong>.<\/p>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<a class=\"blockProduct__requestQuote\" href=\"\/en\/single-board-computers\/industrial-sbc\/server-grade\/\"><div class=\"blockProduct__ctaTitle\">Discover our selection of<span class=\"blockProduct__productNameCTA\"> Server Grade<\/span> motherboards<\/div><\/a>\n","protected":false},"excerpt":{"rendered":"<p>It was November 2008 when Intel\u00ae, with the presentation of Nahalem, the first generation of the Core &#x2122; architecture, introduced&#8230;<\/p>\n","protected":false},"author":6,"featured_media":25286,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[15],"tags":[],"news-tag":[],"class_list":["post-24819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-by-t-pole"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Server Vs. 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