{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T10:53:30Z","timestamp":1777460010970,"version":"3.51.4"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/hpcs48598.2019.9188168","type":"proceedings-article","created":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T20:58:33Z","timestamp":1599685113000},"page":"169-176","source":"Crossref","is-referenced-by-count":1,"title":["Modeling Interprocessor Communication and Performance Scalability for Distributed Deep Learning Systems"],"prefix":"10.1109","author":[{"given":"Yi-Hong","family":"Lyu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-Yueh","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen-Pang","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chia-Heng","family":"Tu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shih-Hao","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"liu","year":"2018","journal-title":"SOFA"},{"key":"ref11","article-title":"SCALE-Sim: Systolic CNN Accelerator Simulator","author":"samajdar","year":"2018","journal-title":"arXiv e-prints page arXiv 1811 02883"},{"key":"ref12","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"arXiv preprint arXiv 1409 1556"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref14","article-title":"Predictive performance modeling for distributed computing using black-box monitoring and machine learning","volume":"abs 1805 11877","author":"witt","year":"2018","journal-title":"CoRR"},{"key":"ref15","article-title":"An efficient communication architecture for distributed deep learning on gpu clusters","author":"zhang","year":"2017","journal-title":"arXiv preprint arXiv 1706 03292"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref3","article-title":"Paleo: A performance model for deep neural networks","author":"hang qi","year":"2017","journal-title":"ICLRE"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622396"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2640087.2644155"},{"key":"ref7","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref2","first-page":"79","article-title":"Highperformance distributed ml at scale through parameter server consistency models","author":"dai","year":"2015","journal-title":"Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence AAAI&#x2019;15"},{"key":"ref1","first-page":"265","article-title":"Tensorflow: a system for largescale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"OSDI"},{"key":"ref9","author":"liu","year":"2018","journal-title":"Scout j-bench"}],"event":{"name":"2019 International Conference on High Performance Computing & Simulation (HPCS)","location":"Dublin, Ireland","start":{"date-parts":[[2019,7,15]]},"end":{"date-parts":[[2019,7,19]]}},"container-title":["2019 International Conference on High Performance Computing &amp; Simulation (HPCS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9183768\/9188050\/09188168.pdf?arnumber=9188168","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:52:54Z","timestamp":1658094774000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9188168\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/hpcs48598.2019.9188168","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}