{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T09:17:12Z","timestamp":1730279832824,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"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":[[2020,8]]},"DOI":"10.1109\/jcc49151.2020.00014","type":"proceedings-article","created":{"date-parts":[[2020,9,1]],"date-time":"2020-09-01T17:05:14Z","timestamp":1598979914000},"page":"30-37","source":"Crossref","is-referenced-by-count":0,"title":["A Distributed Computing Framework Based on Variance Reduction Method to Accelerate Training Machine Learning Models"],"prefix":"10.1109","author":[{"given":"Zhen","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mingxing","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinyan","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hangjun","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changjian","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongsheng","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxing","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2016.7541478"},{"key":"ref11","first-page":"583","volume":"2014","author":"li","year":"2014","journal-title":"Scaling Distributed Machine Learning with the Parameter Server"},{"journal-title":"Accelerating stochastic gradient descent for least squares regression","year":"2017","author":"jain","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1137\/16M1080173"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/08997660260028683"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2019.2907711"},{"key":"ref16","first-page":"436","article-title":"A stochastic quasi-newton method for online convex optimization","author":"schraudolph","year":"0","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-017-0084-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1137\/140954362"},{"key":"ref19","first-page":"315","article-title":"Accelerating stochastic gradient descent using predictive variance reduction","author":"johnson","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref4","article-title":"A survey on machine learning: Concept, algorithms and applications","volume":"2","author":"behera","year":"2017","journal-title":"International Journal of Innovative Research in Computer and Communication Engineering"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-017-1715-1"},{"journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems","year":"2015","author":"abadi","key":"ref6"},{"key":"ref5","article-title":"The history began from alexnet: A comprehensive survey on deep learning approaches","volume":"abs 1803 1164","author":"alom","year":"2018","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-012-0035-5"},{"journal-title":"A survey of big data machine learning applications optimization in cloud data centers and networks","year":"2019","author":"mohamed","key":"ref7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.237"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2566339"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2013.158"},{"key":"ref20","first-page":"1646","article-title":"Saga: A fast incremental gradient method with support for non-strongly convex composite objectives","author":"defazio","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref22","first-page":"1063","article-title":"A multi-batch l-bfgs method for machine learning","author":"berahas","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-016-1030-6"},{"key":"ref23","first-page":"249","article-title":"A linearly-convergent stochastic l-bfgs algorithm","author":"moritz","year":"0","journal-title":"International Conference on Artificial Intelligence and Statistics"}],"event":{"name":"2020 IEEE International Conference on Joint Cloud Computing (JCC)","start":{"date-parts":[[2020,8,3]]},"location":"Oxford, United Kingdom","end":{"date-parts":[[2020,8,6]]}},"container-title":["2020 IEEE International Conference on Joint Cloud Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9173542\/9183299\/09183568.pdf?arnumber=9183568","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T17:56:49Z","timestamp":1656439009000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9183568\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/jcc49151.2020.00014","relation":{},"subject":[],"published":{"date-parts":[[2020,8]]}}}