{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T06:49:27Z","timestamp":1776322167143,"version":"3.50.1"},"reference-count":32,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/hpec.2018.8547629","type":"proceedings-article","created":{"date-parts":[[2018,12,8]],"date-time":"2018-12-08T00:50:56Z","timestamp":1544230256000},"page":"1-6","source":"Crossref","is-referenced-by-count":179,"title":["Interactive Supercomputing on 40,000 Cores for Machine Learning and Data Analysis"],"prefix":"10.1109","author":[{"given":"Albert","family":"Reuther","sequence":"first","affiliation":[]},{"given":"Jeremy","family":"Kepner","sequence":"additional","affiliation":[]},{"given":"Chansup","family":"Byun","sequence":"additional","affiliation":[]},{"given":"Siddharth","family":"Samsi","sequence":"additional","affiliation":[]},{"given":"William","family":"Arcand","sequence":"additional","affiliation":[]},{"given":"David","family":"Bestor","sequence":"additional","affiliation":[]},{"given":"Bill","family":"Bergeron","sequence":"additional","affiliation":[]},{"given":"Vijay","family":"Gadepally","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Houle","sequence":"additional","affiliation":[]},{"given":"Matthew","family":"Hubbell","sequence":"additional","affiliation":[]},{"given":"Michael","family":"Jones","sequence":"additional","affiliation":[]},{"given":"Anna","family":"Klein","sequence":"additional","affiliation":[]},{"given":"Lauren","family":"Milechin","sequence":"additional","affiliation":[]},{"given":"Julia","family":"Mullen","sequence":"additional","affiliation":[]},{"given":"Andrew","family":"Prout","sequence":"additional","affiliation":[]},{"given":"Antonio","family":"Rosa","sequence":"additional","affiliation":[]},{"given":"Charles","family":"Yee","sequence":"additional","affiliation":[]},{"given":"Peter","family":"Michaleas","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/spe.4380231203"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1007\/10968987_3","article-title":"Slurm: Simple Linux Utility for Resource Management","author":"yoo","year":"2003","journal-title":"Job Scheduling Strategies for Parallel Processing"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/2523616.2523633"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2307\/1390807"},{"key":"ref11","author":"jeffers","year":"2016","journal-title":"Intel Xeon Phi Processor High Performance Programming Knights Landing Edition"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2016.7761629"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718126"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289129"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2013.6670318"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2014.7040945"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2014.7040946"},{"key":"ref19","article-title":"Automatic Differentiation in PyTorch","author":"paszke","year":"2017","journal-title":"NIPS-W"},{"key":"ref28","article-title":"Resource Management in Message Passing Environments","volume":"9","author":"slapni?ar","year":"2001","journal-title":"Journal of Computing and Information Technology (CIT)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2012.6408678"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1016\/j.jpdc.2017.06.009","article-title":"Scalabile System Scheduling for HPC and Big Data","volume":"111","author":"reuther","year":"2018","journal-title":"Journal of Parallel and Distributed Computing (JPDC)"},{"key":"ref3","author":"braam","year":"2003","journal-title":"The lustre storage architecture"},{"key":"ref6","article-title":"Lincoln Laboratory's Supercomputing System Ranked Most Powerful in New England","author":"cichon","year":"2016","journal-title":"MIT Lincoln Laboratory News"},{"key":"ref29","article-title":"Python Programming Language","author":"van rossum","year":"2007","journal-title":"USENIX Annual Technical Conference"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2017.8091067"},{"key":"ref8","first-page":"22","article-title":"Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center","volume":"11","author":"hindman","year":"2011","journal-title":"NSDI"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2015.7322472"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1137\/141000671"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2015.7322471"},{"key":"ref1","article-title":"TensorFlow: A System for Large-Scale Machine Learning","author":"abadi","year":"2016","journal-title":"2nd USENIX Symposium on Operating Systems Design and Implementation (OSDI)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2015.7322482"},{"key":"ref22","article-title":"Technology Requirements for Supporting On-Demand Interactive Grid Commputing","author":"reuther","year":"2005","journal-title":"Proceedings of the DoD High Performance Computing Modernization Program (HPCMP) Users Group Conference (UGC)"},{"key":"ref21","first-page":"8","article-title":"On-Demand Grid Computing Using gridMatlab and pMatlab","author":"reuther","year":"2004","journal-title":"Proceedings of the High Performance Computing Modernization Office Users Group Conference 2004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2012.6408668"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/HPCMP-UGC.2007.72"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2016.7761604"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2013.6670329"}],"event":{"name":"2018 IEEE High Performance Extreme Computing Conference (HPEC)","location":"Waltham, MA","start":{"date-parts":[[2018,9,25]]},"end":{"date-parts":[[2018,9,27]]}},"container-title":["2018 IEEE High Performance extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8534508\/8547513\/08547629.pdf?arnumber=8547629","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T03:18:49Z","timestamp":1598239129000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8547629\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/hpec.2018.8547629","relation":{},"subject":[],"published":{"date-parts":[[2018,9]]}}}