{"id":12145,"date":"2018-01-01T00:00:00","date_gmt":"2018-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2018\/integrating-distributed-memory-machine-learning-into-large-scale-hpc\/"},"modified":"2018-01-01T00:00:00","modified_gmt":"2018-01-01T08:00:00","slug":"integrating-distributed-memory-machine-learning-into-large-scale-hpc","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2018\/integrating-distributed-memory-machine-learning-into-large-scale-hpc\/","title":{"rendered":"Integrating Distributed-Memory Machine Learning into Large-Scale HPC"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Lawrence Livermore National Laboratory<\/span> <span class=\"project-dept-year\">Computer Science, 2017-18<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Cyrus Harrison,  Ming Jiang,  Brian Gallagher,  Matt Larsen<br \/>\n<strong>Advisor(s):<\/strong> Christopher Stone<br \/>\n<strong>Students(s):<\/strong> Amy Huang (PM),  Evan Chrisinger,  Jeb Bearer,  Katelyn Barnes<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Supercomputers provide the computing power for complex physics simulations, but these simulations require frequent manual adjustments to pre-vent run-time failures. Machine learning is a potential solution for automating this process. The LLNL clinic team is developing a machine learning model appropriate for supercomputers that can learn from the output of physics simulations as they run in real time.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Lawrence Livermore National Laboratory Computer Science, 2017-18 Liaison(s): Cyrus Harrison, Ming Jiang, Brian Gallagher, Matt Larsen Advisor(s): Christopher Stone Students(s): [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[140],"tags":[163],"class_list":["post-12145","post","type-post","status-publish","format-standard","hentry","category-computer-science","tag-lawrence-livermore-national-laboratory"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12145","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12145"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12145\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12145"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12145"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12145"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}