{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:07:59Z","timestamp":1740100079702,"version":"3.37.3"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,11,1]],"date-time":"2020-11-01T00:00:00Z","timestamp":1604188800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100005144","name":"Qualcomm","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005144","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,11,1]]},"DOI":"10.1109\/ieeeconf51394.2020.9443529","type":"proceedings-article","created":{"date-parts":[[2021,6,4]],"date-time":"2021-06-04T01:32:35Z","timestamp":1622770355000},"page":"910-914","source":"Crossref","is-referenced-by-count":1,"title":["Exploring the Error-Runtime Trade-off in Decentralized Optimization"],"prefix":"10.1109","author":[{"given":"Jianyu","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anit Kumar","family":"Sahu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gauri","family":"Joshi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soummya","family":"Kar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Gradient sparsification for communication-efficient distributed optimization","year":"2017","author":"wangni","key":"ref10"},{"article-title":"TernGrad: Ternary gradients to reduce communication in distributed deep learning","year":"2017","author":"wen","key":"ref11"},{"article-title":"SlowMo: Improving communication-efficient distributed SGD with slow momentum","year":"0","author":"wang","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.284"},{"key":"ref14","first-page":"583","article-title":"Scaling distributed machine learning with the parameter server","volume":"14","author":"li","year":"2014","journal-title":"OSDI"},{"key":"ref15","first-page":"181","article-title":"Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters","author":"zhang","year":"2017","journal-title":"2017 USENIX Annual Technical Conference ( USENIX ATC 17)"},{"key":"ref16","article-title":"Decentralized stochastic optimization and gossip algorithms with compressed communication","author":"koloskova","year":"2019","journal-title":"International Conference on Machine Learning"},{"key":"ref17","first-page":"7652","article-title":"Communication compression for decentralized training","author":"tang","year":"2018","journal-title":"Advances in neural information processing systems"},{"article-title":"Communication-efficient distributed strongly convex stochastic optimization: Non-asymptotic rates","year":"2018","author":"sahu","key":"ref18"},{"key":"ref19","first-page":"1943","article-title":"Communication\/computation tradeoffs in consensus-based distributed optimization","author":"tsianos","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"article-title":"Advances and open problems in federated learning","year":"2019","author":"kairouz","key":"ref3"},{"key":"ref6","first-page":"5336","article-title":"Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent","author":"lian","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"953","DOI":"10.1109\/JPROC.2018.2817461","article-title":"Network topology and communication-computation tradeoffs in decentralized optimization","volume":"106","author":"nedi?","year":"2018","journal-title":"Proceedings of the IEEE"},{"article-title":"Asynchronous decentralized parallel stochastic gradient descent","year":"2017","author":"lian","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/130943170"},{"key":"ref2","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"2017","journal-title":"International Conference on Artificial Intelligence and Statistics (AISTATS)"},{"key":"ref9","first-page":"9850","article-title":"Atomo: Communication-efficient learning via atomic sparsification","author":"wang","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC47138.2019.9123209"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2008.920143"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref21","volume":"184","author":"bollob\u00e1s","year":"2013","journal-title":"Modern Graph Theory"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-020-01487-0"},{"key":"ref23","article-title":"Learning multiple layers of features from tiny images","author":"krizhevsky","year":"2009","journal-title":"Citeseer Tech Rep"},{"article-title":"An improved convergence analysis for decentralized online stochastic non-convex optimization","year":"2020","author":"xin","key":"ref25"}],"event":{"name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2020,11,1]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2020,11,4]]}},"container-title":["2020 54th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9443248\/9443268\/09443529.pdf?arnumber=9443529","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:58:39Z","timestamp":1656453519000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9443529\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,11,1]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf51394.2020.9443529","relation":{},"subject":[],"published":{"date-parts":[[2020,11,1]]}}}