{"id":251,"date":"2024-06-02T15:24:43","date_gmt":"2024-06-02T15:24:43","guid":{"rendered":"https:\/\/ieee-ras.conferences.computer.org\/2024\/?page_id=251"},"modified":"2024-06-02T15:25:21","modified_gmt":"2024-06-02T15:25:21","slug":"invited_talk_david_lerner_abstract","status":"publish","type":"page","link":"https:\/\/ieee-ras.conferences.computer.org\/2024\/invited_talk_david_lerner_abstract\/","title":{"rendered":"Invited_talk_David_Lerner_Abstract"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"251\" class=\"elementor elementor-251\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f74be71 e-flex e-con-boxed e-con e-parent\" data-id=\"f74be71\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22487fe elementor-widget elementor-widget-text-editor\" data-id=\"22487fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Title: <\/strong>Silent Data Errors: Causes, Implications to AI Workloads, and In-Field Mitigation<\/p><p><strong>Speaker: David Lerner<\/strong><\/p><p><strong>Abstract: <\/strong>Silent Data Errors (SDE) result in unpredictable system behavior and are a serious concern for at-scale compute in data center operations. This talk will review characterization results of physical defect mechanisms that result in SDE events and discuss their impact on Artificial Intelligence (AI) workloads. A summary of SDE mitigation tools and data from testing over 1 million processors will be shared, along with the implications for in-field mitigation of hard-to-detect defects that manifest as SDE.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Title: Silent Data Errors: Causes, Implications to AI Workloads, and In-Field Mitigation Speaker: David Lerner Abstract: Silent Data Errors (SDE) result in unpredictable system behavior and are a serious concern for at-scale compute in data center operations. This talk will review characterization results of physical defect mechanisms that result in SDE events and discuss their [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-251","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/pages\/251","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/comments?post=251"}],"version-history":[{"count":0,"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/pages\/251\/revisions"}],"wp:attachment":[{"href":"https:\/\/ieee-ras.conferences.computer.org\/2024\/wp-json\/wp\/v2\/media?parent=251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}