{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T10:20:01Z","timestamp":1776075601388,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/hpec.2019.8916576","type":"proceedings-article","created":{"date-parts":[[2019,11,29]],"date-time":"2019-11-29T07:11:36Z","timestamp":1575011496000},"page":"1-6","source":"Crossref","is-referenced-by-count":27,"title":["Deploying AI Frameworks on Secure HPC Systems with Containers"],"prefix":"10.1109","author":[{"given":"David","family":"Brayford","sequence":"first","affiliation":[{"name":"LRZ Supercomputing Centre Leibniz-Rechenzentrum der Bayerischen Akademie der Wissenschaften,Munich,Germany"}]},{"given":"Sofia","family":"Vallecorsa","sequence":"additional","affiliation":[{"name":"CERN,Geneva,Switzerland"}]},{"given":"Atanas","family":"Atanasov","sequence":"additional","affiliation":[{"name":"Intel Deutschland GmbH,Feldkirchen,Germany"}]},{"given":"Fabio","family":"Baruffa","sequence":"additional","affiliation":[{"name":"Intel Deutschland GmbH,Feldkirchen,Germany"}]},{"given":"Walter","family":"Riviera","sequence":"additional","affiliation":[{"name":"Intel Corp. UK,Swindon,UK"}]}],"member":"263","reference":[{"key":"ref10","author":"sergeev","year":"2018","journal-title":"Horovod fast and easy distributed deep learning in tensorflow"},{"key":"ref11","author":"chollet","year":"2015","journal-title":"Keras"},{"key":"ref12","author":"paszke","year":"2017","journal-title":"et al"},{"key":"ref13","article-title":"Omni-path Architecture: Enabling Scalable, High Performance Fabrics","author":"birrittella","year":"0","journal-title":"Proceedings of the 2015 IEEE 23rd Annual Symposium on High-Performance Interconnects"},{"key":"ref14","article-title":"GPFS: A Shared-Disk File System for Large Computing Clusters","author":"schmuck","year":"0","journal-title":"Proceedings of the Conference on File and Storage Technologies"},{"key":"ref15","first-page":"1128","author":"novell","year":"2011","journal-title":"SUSE Linux Enterprise Server Administration (Course 3112) CLA LPIC - 1 \\& Linux+"},{"key":"ref16","author":"ford","year":"2002","journal-title":"Rebook Building a Linux HPC Cluster with xCAT"},{"key":"ref17","first-page":"44","author":"yoo","year":"2003","journal-title":"SLURM Simple Linux Utility for Resource Management"},{"key":"ref18","author":"schulz","year":"2016","journal-title":"Cluster computing with OpenHPC"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2016.7761631"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3126908.3126925"},{"key":"ref27","first-page":"487","author":"carminati","year":"2018","journal-title":"ISC 2018 Workshops LNCS 11203"},{"key":"ref3","year":"0"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0177459"},{"key":"ref5","first-page":"2","article-title":"Docker: lightweight Linux containers for consistent development and deployment","volume":"2014","author":"merkel","year":"2014","journal-title":"Linux J"},{"key":"ref8","article-title":"TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems","volume":"abs 1603 4467","author":"abadi","year":"2016","journal-title":"CoRR"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/898\/8\/082021"},{"key":"ref2","article-title":"Python reference manual","author":"rossum","year":"1995","journal-title":"CWI (Centre for Mathematics and Computer Science)"},{"key":"ref9","year":"0"},{"key":"ref1","author":"ivakhnenko","year":"1973","journal-title":"Cybernetic predicting devices"},{"key":"ref20","year":"0"},{"key":"ref22","author":"r","year":"0","journal-title":"The CLIC collaboration"},{"key":"ref21","article-title":"Three dimensional Generative Adversarial Networks for fast simulation","author":"v","year":"2017","journal-title":"ACAT 2017 conference proceedings Journal Of Physics Conference Series"},{"key":"ref24","article-title":"Conditional image synthesis with auxiliary classifier GANs","author":"odena","year":"0","journal-title":"Proceedings of the 34th International Conference on Machine Learning - Volume 70"},{"key":"ref23","article-title":"Calorimetry with Deep Learning: Particle Classification, Energy Regression, and Simulation for High-Energy Physics","author":"carminati","year":"2017","journal-title":"NIPS"},{"key":"ref26","author":"hinton","year":"2012","journal-title":"Lecture 6a overview of minibatch gradient descent"},{"key":"ref25","author":"goodfellow","year":"2016","journal-title":"Nips 2016 tutorial Generative adversarial networks"}],"event":{"name":"2019 IEEE High Performance Extreme Computing Conference (HPEC)","location":"Waltham, MA, USA","start":{"date-parts":[[2019,9,24]]},"end":{"date-parts":[[2019,9,26]]}},"container-title":["2019 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8910148\/8916214\/08916576.pdf?arnumber=8916576","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T11:36:26Z","timestamp":1670240186000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8916576\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/hpec.2019.8916576","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}