{"id":11775,"date":"2019-12-23T11:53:31","date_gmt":"2019-12-23T10:53:31","guid":{"rendered":"https:\/\/www.mcomputers.cz\/2019\/12\/23\/vypocetni-cluster-na-uochb-av-cr\/"},"modified":"2020-01-02T19:51:14","modified_gmt":"2020-01-02T18:51:14","slug":"hpc-cluster-at-iocb-prague","status":"publish","type":"post","link":"https:\/\/mcomputers.cz\/en\/2019\/12\/23\/hpc-cluster-at-iocb-prague\/","title":{"rendered":"HPC cluster at IOCB Prague"},"content":{"rendered":"<p><strong><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"\" title=\"\">The Institute of Organic Chemistry and Biochemistry of the CAS (IOCB) uses for its basic research supercomputers to perform calculations in the field of biophysics, focusing primarily on molecular dynamics and quantum chemistry calculations.<\/span> <span class=\"\" title=\"\">In 2019, the Institute expanded its infrastructure with a computing cluster with a total of 8,532 processor cores.<\/span><\/span><\/strong><\/p>\n<hr \/>\n<h3><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignright size-medium wp-image-11717\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-300x169.jpg\" alt=\"UOCHB logo\" width=\"300\" height=\"169\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-300x169.jpg 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-768x434.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-1030x582.jpg 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-705x398.jpg 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo.jpg 1440w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"\" title=\"\">Computing cluster public procurement<br \/>\n<\/span><\/span><\/strong><\/h3>\n<p><span class=\"tlid-translation translation\" lang=\"en\">The subject of the public procurement was to supply, install, configure and deploy sets of computing and control servers, storage and other components including additional services for a period of five years. The computing cluster was supposed to be a single functional unit, and its components were to be interconnected with a low-latency data network used to transmit user data and communicate multiprocessor parallel computations. The computing cluster had to allow the installation of the software needed to successfully complete the OPVVV project. The software included at least the following:<\/span><\/p>\n<ul>\n<li><span class=\"tlid-translation translation\" lang=\"en\">Free software Gromacs, NAMD, Siesta, Anaconda (Python 3.6+), Octave, PyMol.<\/span><\/li>\n<li><span class=\"tlid-translation translation\" lang=\"en\">Proprietary software Amber14 +, Gaussian2016 +, Turbomole, VMD and Matlab2018a +, for which the client has already purchased licenses linked to Linux operating system; The cluster had to allow this software to run.<\/span><\/li>\n<\/ul>\n<p><span class=\"tlid-translation translation\" lang=\"en\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-11779\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_build.jpg\" alt=\"UOCHB building\" width=\"281\" height=\"179\" \/>Another condition for the cluster was to enable fast massively parallel (MPP) computations, i.e. calculations spread across multiple cluster nodes and communicating mainly (but not exclusively) via MPI protocols on a low-latency network using Infiniband or Omni-Path communications.<\/span><\/p>\n<div class=\"text-wrap tlid-copy-target\">\n<div class=\"result-shield-container tlid-copy-target\" tabindex=\"0\"><span class=\"tlid-translation translation\" lang=\"en\">Cluster computing nodes had to maximize data throughput because quantum-mechanical and Matlab calculations benefit dramatically from fast access to data in memory. At the same time, computational node processors had to be equipped with a large buffer because molecular dynamics calculations and quantum-mechanical simulations carry out a large number of vector operations, whereby larger caches lead to minimization of &#8220;cache misses&#8221; and thus dramatically increasing computational speed. At the same time, some of the listed programs depend on vectorization, so for optimal performance it is necessary to use advanced internal processor instructions, such as the AVX512. For Gromacs, NAMD, Amber, and other software relevant to this project, a cluster can significantly improve its performance if CUDA-compatible graphics cards are used for part of the calculation, especially in all-to-all communication(e.g. Gromacs + Plumed or Gaussian).<\/span><\/div>\n<div class=\"result-shield-container tlid-copy-target\" tabindex=\"0\">\n<div id=\"attachment_11759\" style=\"width: 908px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-11759\" class=\"wp-image-11759 size-full\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/intel_server_chassis_bigger.jpg\" alt=\"Intel Server Chassis\" width=\"898\" height=\"235\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/intel_server_chassis_bigger.jpg 898w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/intel_server_chassis_bigger-300x79.jpg 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/intel_server_chassis_bigger-768x201.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/intel_server_chassis_bigger-705x184.jpg 705w\" sizes=\"auto, (max-width: 898px) 100vw, 898px\" \/><p id=\"caption-attachment-11759\" class=\"wp-caption-text\">Intel Server Chassis 4 servers \/ 2U<\/p><\/div>\n<p><span class=\"tlid-translation translation\" lang=\"en\">Because many calculations of different users using shared disk space will run simultaneously in a cluster, configuring common storage also had to allow multiple users to simultaneously write and read data without significantly delaying their data transfer. The cluster configuration also had to allow the operation of the above software using native instructions of the installed processors.<\/span><\/div>\n<\/div>\n<h3><strong>Process of procurement<br \/>\n<\/strong><\/h3>\n<div class=\"text-wrap tlid-copy-target\">\n<div class=\"result-shield-container tlid-copy-target\" tabindex=\"0\">\n<p><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"\" title=\"\">The Institute of Organic Chemistry and Biochemistry of the Academy of Sciences of the Czech Republic requested to deliver the maximum performance of the computing cluster in the given price budget, which amounted to 48 093 507 CZK (2,1 M USD) including VAT.<\/span><\/span><\/p>\n<p><span title=\"\">The tender was won by M Computers company, which was able to deliver the entire cluster at the required price with the highest computation power and within the deadline.<\/span> <span title=\"\">M Computers specializes in similar deliveries of computing clusters and has extensive experience with them.<\/span> <span title=\"\">For example, in 2019, M Computers also delivered the most powerful supercomputer cluster with Intel Xeon processors for SMP, MPP, HPC and AI (artificial intelligence) tasks at Czech Technical University in Prague.<\/span><\/p>\n<\/div>\n<\/div>\n<h3><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignright size-medium wp-image-9877\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/04\/technology-provider-platinum-hpc-specialist-white-rwd.png.rendition.intel_.web_.720.405-300x169.png\" alt=\"INTEL ITP Platinum 2019\" width=\"300\" height=\"169\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/04\/technology-provider-platinum-hpc-specialist-white-rwd.png.rendition.intel_.web_.720.405-300x169.png 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/04\/technology-provider-platinum-hpc-specialist-white-rwd.png.rendition.intel_.web_.720.405-705x397.png 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/04\/technology-provider-platinum-hpc-specialist-white-rwd.png.rendition.intel_.web_.720.405-450x253.png 450w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/04\/technology-provider-platinum-hpc-specialist-white-rwd.png.rendition.intel_.web_.720.405.png 720w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>HPC cluster implementation<br \/>\n<\/strong><\/h3>\n<div class=\"text-wrap tlid-copy-target\">\n<div class=\"result-shield-container tlid-copy-target\" tabindex=\"0\">\n<p><span class=\"tlid-translation translation\" lang=\"en\">The solution was based primarily on the Intel platform &#8212; processors, servers and high-speed interconnection network. The computing cluster servers are built on a dual-processor Intel Xeon platform in 1U, 2U rack servers (Intel Wolf Pass platform) and four servers in 2U chassis with shared fans and power supplies (Intel Buchanan Pass platform). The processors used in the solution are the Intel Xeon Gold 6100 series, which offered the best price \/ performance ratio. Presence of AVX-512 units is very important for application performance in these processors. The graphics accelerators used are the Nvidia Quadro RTX5000.<\/span><\/p>\n<p>Data storage &#8211; a disk array, is based on the ZFS file system.<\/p>\n<p>Intel Omni-Path technology provides high-speed inter-node communication, namely the Intel Omni-Path Director Class Switch Series 6 Slot Base with 240\u00d7 100 Gbps ports.<\/p>\n<p>The hardware part of the custler was implemented in four days by six technicians. The computing cluster had to be integrated into the existing data room. For this reason, servers are divided into six rack cabinets to optimize their power and cooling. It was necessary to create a tailored cluster connections. Part of the handover was also meeting the performance requirements. Gromacs software for molecular dynamics was launched on all servers to verify performance.<\/p>\n<\/div>\n<\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-2jeaeb-1acd01225a085d4b2e02e982e1f0c2f3\">\n#top .avia-gallery.av-2jeaeb-1acd01225a085d4b2e02e982e1f0c2f3 .avia-gallery-thumb a{\nwidth:20%;\n}\n<\/style>\n<div  class='avia-gallery av-2jeaeb-1acd01225a085d4b2e02e982e1f0c2f3 avia_animate_when_visible  avia-builder-el-0  el_before_av_one_half  avia-builder-el-first  avia_lazyload avia-gallery-animate avia-gallery-1'  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><meta itemprop=\"contentURL\" content=\"https:\/\/mcomputers.cz\/en\/2019\/12\/23\/hpc-cluster-at-iocb-prague\/\"><div class='avia-gallery-thumb'><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_10-772x1030.jpg\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_10-772x1030.jpg 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srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_05-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_05-845x684.jpg 845w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><div class='big-prev-fake'><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-11740 avia-img-lazy-loading-11740\"  width=\"495\" height=\"400\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_05-495x400.jpg\" title='uochb_2019_05' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_05-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_05-845x684.jpg 845w\" sizes=\"auto, (max-width: 495px) 100vw, 495px\" \/><\/div><\/a><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-579x1030.jpg\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-579x1030.jpg 579w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-169x300.jpg 169w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-768x1365.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-844x1500.jpg 844w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-397x705.jpg 397w\" data-sizes=\"(max-width: 579px) 100vw, 579px\" data-rel='gallery-1' data-prev-img='https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-495x400.jpg' class='lightbox ' data-onclick='8' title='Reference \u00daOCHB'  itemprop=\"thumbnailUrl\"  ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-11734 avia-img-lazy-loading-not-11734\"  data-avia-tooltip='Reference \u00daOCHB' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-495x400.jpg\" width=\"495\" height=\"400\"  title='uochb_2019_02' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-845x684.jpg 845w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><div class='big-prev-fake'><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-11734 avia-img-lazy-loading-11734\"  width=\"495\" height=\"400\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-495x400.jpg\" title='uochb_2019_02' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_02-845x684.jpg 845w\" sizes=\"auto, (max-width: 495px) 100vw, 495px\" \/><\/div><\/a><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-1030x580.jpg\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-1030x580.jpg 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-300x169.jpg 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-768x432.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-1500x844.jpg 1500w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-705x397.jpg 705w\" data-sizes=\"(max-width: 1030px) 100vw, 1030px\" data-rel='gallery-1' data-prev-img='https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-495x400.jpg' class='lightbox ' data-onclick='9' title='Reference \u00daOCHB'  itemprop=\"thumbnailUrl\"  ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-11736 avia-img-lazy-loading-not-11736\"  data-avia-tooltip='Reference \u00daOCHB' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-495x400.jpg\" width=\"495\" height=\"400\"  title='uochb_2019_03' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-845x684.jpg 845w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><div class='big-prev-fake'><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-11736 avia-img-lazy-loading-11736\"  width=\"495\" height=\"400\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-495x400.jpg\" title='uochb_2019_03' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03-845x684.jpg 845w\" sizes=\"auto, (max-width: 495px) 100vw, 495px\" \/><\/div><\/a><a href=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-1030x579.jpg\" data-srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-1030x579.jpg 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-300x169.jpg 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-768x432.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-1500x844.jpg 1500w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-705x397.jpg 705w\" data-sizes=\"(max-width: 1030px) 100vw, 1030px\" data-rel='gallery-1' data-prev-img='https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-495x400.jpg' class='lightbox ' data-onclick='10' title='Reference \u00daOCHB'  itemprop=\"thumbnailUrl\"  ><img decoding=\"async\" fetchpriority=\"high\" class=\"wp-image-11744 avia-img-lazy-loading-not-11744\"  data-avia-tooltip='Reference \u00daOCHB' src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-495x400.jpg\" width=\"495\" height=\"400\"  title='uochb_2019_07' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-845x684.jpg 845w\" sizes=\"(max-width: 495px) 100vw, 495px\" \/><div class='big-prev-fake'><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-11744 avia-img-lazy-loading-11744\"  width=\"495\" height=\"400\" src=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-495x400.jpg\" title='uochb_2019_07' alt='UOCHB reference' srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-495x400.jpg 495w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_07-845x684.jpg 845w\" sizes=\"auto, (max-width: 495px) 100vw, 495px\" \/><\/div><\/a><\/div><\/div>\n<div  class='flex_column av-1jwb8kj-9e7395b000805ae7c4ffa73378844310 av_one_half  avia-builder-el-1  el_after_av_gallery  el_before_av_one_half  first flex_column_div  '     ><p><strong>Configuration of HPC cluster<br \/>\n<\/strong><\/p>\n<ul>\n<li>1\u00d7 control server<\/li>\n<li>8\u00d7 CPU compute node (768 GB RAM)<\/li>\n<li>20\u00d7 CPU compute node (192 GB RAM)<\/li>\n<li>192\u00d7 CPU compute node(96 GB RAM)<\/li>\n<li>5\u00d7 GPU compute node (2\u00d7 GPU akceler\u00e1tor)<\/li>\n<li>2\u00d7 storage \/ disc array<\/li>\n<li>Intel Omni-Path Architecture network<\/li>\n<li>communication and data network<\/li>\n<li>software<\/li>\n<\/ul><\/div>\n<div  class='flex_column av-185prdv-3ae672c11f5f079613ccea8624b8dc96 av_one_half  avia-builder-el-2  el_after_av_one_half  el_before_av_one_full  flex_column_div  '     ><p><strong>Specification of the whole solution:<br \/>\n<\/strong><\/p>\n<ul>\n<li>Number of all compute nodes: 237<\/li>\n<li>Number of all compute cores: 8 532<\/li>\n<li>Total RAM size: 30 TB<\/li>\n<li>Number of GPU accelerators: 10<\/li>\n<li>1 176 meters of optical cables<\/li>\n<li>1 122 connectors connected<\/li>\n<li>price cca 2,1 M USD inc. VAT<\/li>\n<\/ul><\/div>\n<div  class='flex_column av-vbgtb7-9cc222e4f0631e594be08eceb9f5c3f7 av_one_full  avia-builder-el-3  el_after_av_one_half  avia-builder-el-last  first flex_column_div  column-top-margin'     ><h3><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignright size-medium wp-image-11717\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-300x169.jpg\" alt=\"UOCHB logo\" width=\"300\" height=\"169\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-300x169.jpg 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-768x434.jpg 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-1030x582.jpg 1030w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo-705x398.jpg 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_logo.jpg 1440w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/strong><\/h3>\n<h3><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"\" title=\"\">Customer &#8211; Institute of Organic Chemistry and Biochemistry AS CR, v. I.<\/span><\/span><\/h3>\n<p><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"alt-edited\" title=\"\">The mission of the Institute is independent basic research (with the purpose of gathering new knowledge) in the fields of organic chemistry and biochemistry, and molecular oriented disciplines, which in organic chemistry and biochemistry oriented, with a strong emphasis on the application of the results in practice.<\/span> <span class=\"\" title=\"\">Research is focused mainly on the following areas: nucleic acid components, proteins, peptides, natural products, functional synthetic molecules and molecular modeling.<\/span> <span class=\"\" title=\"\">The focus of the Institute is to achieve excellence in international competition and to maintain this position in the long term.<\/span> <span title=\"\">More at: <a href=\"https:\/\/www.uochb.cz\/en\">https:\/\/www.uochb.cz\/en<\/a><br \/>\n<\/span><\/span><\/p>\n<h3><strong><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-11632 alignright\" src=\"http:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/Logo_M_computers_bez_claimu_RGB-300x82.png\" alt=\"M Computers logo\" width=\"300\" height=\"82\" srcset=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/Logo_M_computers_bez_claimu_RGB-300x82.png 300w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/Logo_M_computers_bez_claimu_RGB-768x209.png 768w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/Logo_M_computers_bez_claimu_RGB-705x192.png 705w, https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/Logo_M_computers_bez_claimu_RGB.png 866w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/>Supplier \u2013 M Computers s.r.o.<\/strong><\/h3>\n<div class=\"text-wrap tlid-copy-target\">\n<div class=\"result-shield-container tlid-copy-target\" tabindex=\"0\">\n<p><span class=\"tlid-translation translation\" lang=\"en\"><span class=\"\" title=\"\">M Computers s.r.o.<\/span> <span class=\"\" title=\"\">is a purely Czech private technology company that has been successfully operating on the IT market since 2002 when it transformed from a group of individuals operating since 1996. In 2003, it became a founding member of the nationwide Orange &amp; Green network and co-owner of this brand.<\/span><\/span><\/p>\n<p><span title=\"\">The main products include the supply of computing clusters, mass storage, servers and data storage.<\/span> <span title=\"\">It also provides information technology outsourcing and operates a specialized e-shop LenoShop.cz.<\/span> <span title=\"\">M Computers is a partner of powerful companies such as Lenovo, Intel, Nvidia, IBM, HPE, Supermicro and Infortrend.<\/span> <span title=\"\">He is currently one of the leaders in HPC, supercomputers and artificial intelligence.<\/span> <span title=\"\">More at:\u00a0<\/span> <a href=\"https:\/\/mcomputers.cz\/en\/\">https:\/\/mcomputers.cz\/en\/<\/a><\/p>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The Institute of Organic Chemistry and Biochemistry of the CAS (IOCB) uses for its basic research supercomputers to perform calculations in the field of biophysics, focusing primarily on molecular dynamics and quantum chemistry calculations. In 2019, the Institute expanded its infrastructure with a computing cluster with a total of 8,532 processor cores. Computing cluster public [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":11736,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[132,200,75],"tags":[173,84,88,176],"class_list":["post-11775","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","category-intel-en","category-news","tag-cluster-en","tag-hpc-en","tag-intel-en","tag-reference-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>HPC cluster at IOCB Prague &#8211; M Computers s.r.o.<\/title>\n<meta name=\"description\" content=\"\u00dastav organick\u00e9 chemie a biochemie AV \u010cR (\u00daOCHB) v roce 2019 roz\u0161\u00ed\u0159il svoji infrastrukturu o v\u00fdpo\u010detn\u00ed cluster o celkov\u00e9m po\u010dtu 8 532 procesorov\u00fdch jader.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mcomputers.cz\/en\/2019\/12\/23\/hpc-cluster-at-iocb-prague\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"HPC cluster at IOCB Prague\" \/>\n<meta property=\"og:description\" content=\"\u00dastav organick\u00e9 chemie a biochemie AV \u010cR (\u00daOCHB) v roce 2019 roz\u0161\u00ed\u0159il svoji infrastrukturu o v\u00fdpo\u010detn\u00ed cluster o celkov\u00e9m po\u010dtu 8 532 procesorov\u00fdch jader.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mcomputers.cz\/en\/2019\/12\/23\/hpc-cluster-at-iocb-prague\/\" \/>\n<meta property=\"og:site_name\" content=\"M Computers s.r.o.\" \/>\n<meta property=\"article:published_time\" content=\"2019-12-23T10:53:31+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-01-02T18:51:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mcomputers.cz\/wp-content\/uploads\/2019\/12\/uochb_2019_03.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"4525\" \/>\n\t<meta property=\"og:image:height\" content=\"2546\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Petr Plod\u00edk\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@m_computers_cz\" \/>\n<meta name=\"twitter:site\" content=\"@m_computers_cz\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Petr Plod\u00edk\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/\"},\"author\":{\"name\":\"Petr Plod\u00edk\",\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/#\\\/schema\\\/person\\\/7bc19ed131c3aa65bf3cbd49cc128fee\"},\"headline\":\"HPC cluster at IOCB Prague\",\"datePublished\":\"2019-12-23T10:53:31+00:00\",\"dateModified\":\"2020-01-02T18:51:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/\"},\"wordCount\":1122,\"publisher\":{\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mcomputers.cz\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/uochb_2019_03.jpg\",\"keywords\":[\"cluster\",\"HPC\",\"Intel\",\"Reference\"],\"articleSection\":[\"Case studies\",\"Intel\",\"News\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/\",\"url\":\"https:\\\/\\\/mcomputers.cz\\\/en\\\/2019\\\/12\\\/23\\\/hpc-cluster-at-iocb-prague\\\/\",\"name\":\"HPC cluster at IOCB Prague &#8211; 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