{"id":16353,"date":"2023-02-17T15:36:43","date_gmt":"2023-02-17T20:36:43","guid":{"rendered":"https:\/\/web.uri.edu\/cs\/?p=16353"},"modified":"2023-02-17T15:37:50","modified_gmt":"2023-02-17T20:37:50","slug":"xuhao-chen-domain-specific-computing-on-graphs","status":"publish","type":"post","link":"https:\/\/web.uri.edu\/cs\/xuhao-chen-domain-specific-computing-on-graphs\/","title":{"rendered":"Xuhao Chen, &#8220;Domain Specific Computing on Graphs&#8221;"},"content":{"rendered":"<p>When: Thursday, February 23rd, 1:30-2:30PM<br \/>\nWhere: Woodward 216<\/p>\n<p>Abstract:<br \/>\nNumerous applications in social networks, e-commerce, biomedicine and security, are driven by graph algorithms.<br \/>\nThe graph data is massive and sparse, which poses great challenges in computing system design.<br \/>\nIn this talk, I will discuss the approach known as domain specific computing, to address this challenge.<br \/>\nI will describe software and hardware system design principles and optimization techniques for graph computing, across different layers of the system stack.<br \/>\nAs I will demonstrate, cross-layer system specialization can effectively unlock the potential of graph computing.<\/p>\n<p>Bio:<br \/>\nXuhao Chen is a Research Scientist at MIT CSAIL, working with Prof. Arvind.<br \/>\nDr. Chen is broadly interested in parallel systems and architectures, with a focus on AI and big-data applications.<br \/>\nHis recent work aims to democratize Graph AI by designing efficient algorithms, software systems and hardware accelerators.<br \/>\nHis work has been published in OSDI, ISCA, MICRO, VLDB, ICS, etc.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When: Thursday, February 23rd, 1:30-2:30PM Where: Woodward 216 Abstract: Numerous applications in social networks, e-commerce, biomedicine and security, are driven by graph algorithms. The graph data is massive and sparse, which poses great challenges in computing system design. In this talk, I will discuss the approach known as domain specific computing, to address this challenge. [&hellip;]<\/p>\n","protected":false},"author":3300,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[76,85],"tags":[],"class_list":["post-16353","post","type-post","status-publish","format-standard","hentry","category-job-opportunities","category-seminars"],"acf":[],"_links":{"self":[{"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/posts\/16353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/users\/3300"}],"replies":[{"embeddable":true,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/comments?post=16353"}],"version-history":[{"count":1,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/posts\/16353\/revisions"}],"predecessor-version":[{"id":16354,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/posts\/16353\/revisions\/16354"}],"wp:attachment":[{"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/media?parent=16353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/categories?post=16353"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web.uri.edu\/cs\/wp-json\/wp\/v2\/tags?post=16353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}