{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T12:06:49Z","timestamp":1774699609747,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,11,1]],"date-time":"2019-11-01T00:00:00Z","timestamp":1572566400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2017YFB1001801"],"award-info":[{"award-number":["2017YFB1001801"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61672278"],"award-info":[{"award-number":["61672278"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61832008"],"award-info":[{"award-number":["61832008"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61832005"],"award-info":[{"award-number":["61832005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key R&D Program of Jiangsu Province, China","award":["BE2018116"],"award-info":[{"award-number":["BE2018116"]}]},{"DOI":"10.13039\/501100010880","name":"State Grid Corporation of China","doi-asserted-by":"publisher","award":["SGSNXT00YJJS1800031"],"award-info":[{"award-number":["SGSNXT00YJJS1800031"]}],"id":[{"id":"10.13039\/501100010880","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Collaborative Innovation Center of Novel Software Technology and Industrialization"},{"name":"Sino-German Institutes of Social Computing"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1109\/jsac.2019.2933761","type":"journal-article","created":{"date-parts":[[2019,8,8]],"date-time":"2019-08-08T05:40:50Z","timestamp":1565242850000},"page":"2621-2633","source":"Crossref","is-referenced-by-count":120,"title":["SmartCC: A Reinforcement Learning Approach for Multipath TCP Congestion Control in Heterogeneous Networks"],"prefix":"10.1109","volume":"37","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9199-3655","authenticated-orcid":false,"given":"Wenzhong","family":"Li","sequence":"first","affiliation":[]},{"given":"Han","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Shaohua","family":"Gao","sequence":"additional","affiliation":[]},{"given":"Chaojing","family":"Xue","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3410-8621","authenticated-orcid":false,"given":"Xiaoliang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Sanglu","family":"Lu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3012426.3022184"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230551"},{"key":"ref33","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Adv Neural Inf Process Syst (NIPS)"},{"key":"ref32","first-page":"491","article-title":"Soft similarity and soft cosine measure: Similarity of features in vector space model","volume":"18","author":"sidorov","year":"2014","journal-title":"Computaci&#x00F3;n y Sistemas"},{"key":"ref31","article-title":"Adaptive tile coding for value function approximation","author":"whiteson","year":"2007"},{"key":"ref30","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1007\/11527862_14","article-title":"Function approximation via tile coding: Automating parameter choice","volume":"3607","author":"sherstov","year":"2005","journal-title":"Symp Abstraction Reformulation and Approximation (SARA98)"},{"key":"ref37","first-page":"1","article-title":"Proximal policy optimization algorithms","author":"schulman","year":"2017","journal-title":"CoRR"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-008-0129-y"},{"key":"ref34","article-title":"Deep learning using linear support vector machines","author":"tang","year":"2013","journal-title":"arXiv 1306 0239"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2999572.2999606"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2009.090510"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2910017.2910594"},{"key":"ref12","first-page":"99","article-title":"Design, implementation and evaluation of congestion control for multipath TCP","author":"wischik","year":"2011","journal-title":"Proc NSDI"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2006.886738"},{"key":"ref14","first-page":"1","article-title":"Multipath-TCP in ns-3","author":"kheirkhah","year":"2014","journal-title":"The Workshop on ns-3 (WNS3)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2013.2274462"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1145\/2494232.2466585","article-title":"Multipath tcp algorithms: Theory and design","volume":"41","author":"peng","year":"2013","journal-title":"SIGMETRICS Perform Eval Rev"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2014.6914310"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2987443.2987490"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IFIPNetworking.2014.6857081"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF00992698"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057182"},{"key":"ref27","author":"srikant","year":"2012","journal-title":"Mathematics of Internet Congestion Control"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2018436.2018467"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230556"},{"key":"ref29","article-title":"On-line Q-learning using connectionist Syst","volume":"37","author":"rummery","year":"1994"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2504730.2504751"},{"key":"ref8","first-page":"147","article-title":"ECF: An MPTCP path scheduler to manage heterogeneous paths","author":"lim","year":"2017","journal-title":"Proc Int Conf emerg Netw Exp and Technol (CoNEXT)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2864192"},{"key":"ref2","first-page":"399","article-title":"How hard can it be? Designing and implementing a deployable multipath TCP","author":"raiciu","year":"2012","journal-title":"Proc NSDI"},{"key":"ref9","first-page":"719","article-title":"STMS: Improving MPTCP throughput under heterogeneous networks","author":"shi","year":"2018","journal-title":"Proc USENIX Annu Tech Conf (ATC)"},{"key":"ref1","first-page":"444","article-title":"MultiPath TCP: From theory to practice","author":"barr\u00e9","year":"2011","journal-title":"Proc Int Conf Res Netw"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2015.09.002"},{"key":"ref22","first-page":"343","article-title":"PCC vivace: Online-learning congestion control","author":"dong","year":"2018","journal-title":"Proc USENIX Symp Netw Syst Design Implem (NSDI)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2004.10063"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3098822.3098843"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2740070.2626324"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2237171"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2534169.2486020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/52324.52356"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3232755.3232783"},{"key":"ref25","author":"sutton","year":"2018","journal-title":"Reinforcement Learning An Introduction"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/49\/8871138\/08790762.pdf?arnumber=8790762","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:09:17Z","timestamp":1657746557000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8790762\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11]]},"references-count":43,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2019.2933761","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"value":"0733-8716","type":"print"},{"value":"1558-0008","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11]]}}}