{"id":301,"date":"2022-01-25T17:51:15","date_gmt":"2022-01-25T17:51:15","guid":{"rendered":"https:\/\/mcsoc-forum.org\/site\/?page_id=301"},"modified":"2026-01-29T07:52:17","modified_gmt":"2026-01-29T07:52:17","slug":"track-ml-efficiency","status":"publish","type":"page","link":"https:\/\/mcsoc-forum.org\/site\/index.php\/track-ml-efficiency\/","title":{"rendered":"Machine Learning for Energy-Efficient and Reliable Manycore Systems"},"content":{"rendered":"\n<div class=\"wp-block-group has-border-color has-medium-gray-border-color has-white-background-color has-background\" style=\"border-width:1px;border-radius:12px;padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px\">\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#00629b;text-transform:uppercase;letter-spacing:1px\">Track Chairs<\/h2>\n<hr class=\"wp-block-separator has-text-color has-black-color has-alpha-channel-opacity has-black-background-color has-background is-style-wide\"\/>\n<div class=\"wp-block-columns\"><div class=\"wp-block-column\"><figure class=\"wp-block-image aligncenter size-full has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"http:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2023\/01\/prof_Farhadur.png\" alt=\"Prof. Md. Farhadur Reza\" class=\"wp-image-2142\" style=\"border-radius:100px; width:150px; height:150px; object-fit:cover;\"\/figure>\n<p class=\"has-text-align-center has-medium-font-size\"><strong><a href=\"https:\/\/www.eiu.edu\/math\/personnel.php?id=mreza2&amp;subcat=\" style=\"text-decoration: none; color: #00629B;\">Prof. Md. Farhadur Reza<\/a><\/strong><br><span style=\"font-size: 0.9em; color: #555;\">Eastern Illinois University, USA<\/span><\/p>\n<\/div>\n<div class=\"wp-block-column\"><figure class=\"wp-block-image aligncenter size-full is-resized has-custom-border\"><img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"320\" src=\"https:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2024\/08\/HanzhiMA.jpg\" alt=\"Prof. Hanzhi Ma\" class=\"wp-image-6091\" style=\"border-radius:100px; width:150px; height:150px; object-fit:cover;\"\/figure srcset=\"https:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2024\/08\/HanzhiMA.jpg 320w, https:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2024\/08\/HanzhiMA-300x300.jpg 300w, https:\/\/mcsoc-forum.org\/site\/wp-content\/uploads\/2024\/08\/HanzhiMA-150x150.jpg 150w\" sizes=\"auto, (max-width: 320px) 100vw, 320px\" \/>\n<p class=\"has-text-align-center has-medium-font-size\"><strong><a href=\"https:\/\/zjui.intl.zju.edu.cn\/en\/node\/2063\" style=\"text-decoration: none; color: #00629B;\">Prof. Hanzhi Ma<\/a><\/strong><br><span style=\"font-size: 0.9em; color: #555;\">Zhejiang University, China<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p>Computing systems have been an essential factor in advancing technology and applications, and machine learning is no different. Large servers have enabled complex machine-learning algorithms to achieve high performance in cognitive applications. However, with the rising need for advanced machine learning for large-scale applications, scalable, low-cost, high-performance, reliable, and energy-efficient manycore system on chip (MCSoCs) have become crucial. The topics of interest of the track include, but are not limited to:\u00a0<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ML for Manycore System Design&nbsp;and Optimization&nbsp;<\/li>\n\n\n\n<li>ML for Interconnect\/NoC Design and Optimization&nbsp;<\/li>\n\n\n\n<li>ML for Thermal Design Optimization for 3D-IC&nbsp;<\/li>\n\n\n\n<li>ML for Scalable Modeling of Manycore Systems and Interconnects\u00a0<\/li>\n\n\n\n<li>ML for Fault Tolerance and Reliability&nbsp;<\/li>\n\n\n\n<li>ML for Hardware-Software Co-design&nbsp;<\/li>\n\n\n\n<li>Resource Management and Allocation in Manycore Systems&nbsp;<\/li>\n\n\n\n<li>Dynamic Workload Management in Manycore Systems&nbsp;<\/li>\n\n\n\n<li>Adaptive Power Management in Manycore Systems&nbsp;<\/li>\n\n\n\n<li>Energy Harvesting for Manycore Systems&nbsp;<\/li>\n\n\n\n<li>Collaborative Learning in Manycore Environments&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Former Chairs <\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>Prof. Md. Farhadur Reza<\/em><\/strong><em><strong>,&nbsp;<\/strong><em>Eastern Illinois University, USA<\/em><\/em> (16th IEEE MCSoC 2023)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Track Chairs Prof. Md. Farhadur RezaEastern Illinois University, USA Prof. Hanzhi MaZhejiang University, China Computing systems have been an essential factor in advancing technology and applications, and machine learning is no different. Large servers have enabled complex machine-learning algorithms to achieve high performance in cognitive applications. However, with the rising need for advanced machine learning &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/mcsoc-forum.org\/site\/index.php\/track-ml-efficiency\/\">Continue reading<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-301","page","type-page","status-publish","hentry","nodate","item-wrap"],"_links":{"self":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/301","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/comments?post=301"}],"version-history":[{"count":39,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/301\/revisions"}],"predecessor-version":[{"id":11070,"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/pages\/301\/revisions\/11070"}],"wp:attachment":[{"href":"https:\/\/mcsoc-forum.org\/site\/index.php\/wp-json\/wp\/v2\/media?parent=301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}