{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,25]],"date-time":"2026-02-25T18:37:01Z","timestamp":1772044621179,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872102"],"award-info":[{"award-number":["61872102"]}],"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":["61972104"],"award-info":[{"award-number":["61972104"]}],"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":["61802080"],"award-info":[{"award-number":["61802080"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2021A1515012306"],"award-info":[{"award-number":["2021A1515012306"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2018A0303130045"],"award-info":[{"award-number":["2018A0303130045"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2018YFB1501201"],"award-info":[{"award-number":["2018YFB1501201"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"International Collaborative Research Program of Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2020A0505100061"],"award-info":[{"award-number":["2020A0505100061"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007162","name":"International Collaborative Research Program of Guangdong Science and Technology Department","doi-asserted-by":"publisher","award":["2020A0505100060"],"award-info":[{"award-number":["2020A0505100060"]}],"id":[{"id":"10.13039\/501100007162","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1109\/tnsm.2021.3128267","type":"journal-article","created":{"date-parts":[[2021,11,16]],"date-time":"2021-11-16T20:30:31Z","timestamp":1637094631000},"page":"1049-1064","source":"Crossref","is-referenced-by-count":25,"title":["DRL-PLink: Deep Reinforcement Learning With Private Link Approach for Mix-Flow Scheduling in Software-Defined Data-Center Networks"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7343-4948","authenticated-orcid":false,"given":"Wai-Xi","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2503-6416","authenticated-orcid":false,"given":"Jinjie","family":"Lu","sequence":"additional","affiliation":[{"name":"Department of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1695-483X","authenticated-orcid":false,"given":"Jun","family":"Cai","sequence":"additional","affiliation":[{"name":"Department of Cyber Security, Guangdong Polytechnic Normal University, Guangzhou, China"}]},{"given":"Yinghao","family":"Zhu","sequence":"additional","affiliation":[{"name":"Department of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"}]},{"given":"Sen","family":"Ling","sequence":"additional","affiliation":[{"name":"Department of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9454-4919","authenticated-orcid":false,"given":"Qingchun","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Electronic and Communication Engineering, Guangzhou University, Guangzhou, China"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2933761"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2017.2709742"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2619239.2626305"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/2018436.2018443"},{"key":"ref31","first-page":"1","article-title":"Noisy networks for exploration","author":"fortunato","year":"2018","journal-title":"Proc ICLR"},{"key":"ref30","first-page":"105","article-title":"Incremental natural actor-critic algorithms","author":"bhatnagar","year":"2008","journal-title":"Proc Conf Neural Inf Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3078498"},{"key":"ref36","first-page":"11210","article-title":"Learning task-distribution reward shaping with meta-learning","volume":"35","author":"zou","year":"2021","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MSN50589.2020.00071"},{"key":"ref34","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","author":"mnih","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1851182.1851192"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.3029653"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3032999"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2934872.2934888"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/2890955.2890968"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485853"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1038\/nature14236","article-title":"Human-level control through deep reinforcement learning","volume":"518","author":"mnih","year":"2015","journal-title":"Nature"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2017.8057082"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1049\/iet-net.2018.5082"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3000371"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2534169.2486031"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.17.11.712"},{"key":"ref3","first-page":"1","author":"hopps","year":"2000","journal-title":"Analysis of an Equal-Cost Multi-Path Algorithm"},{"key":"ref6","first-page":"89","article-title":"Hedera: Dynamic flow scheduling for data center networks","volume":"10","author":"al-fares","year":"2010","journal-title":"Proc 7th USENIX Symp Netw Syst Design Implement (NSDI)"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107528"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787507"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2377677.2377710"},{"key":"ref7","first-page":"455","article-title":"Information-agnostic flow scheduling for commodity data centers","author":"bai","year":"2015","journal-title":"Proc 12th Symp Netw Syst Design Implement (NSDI)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2021.3054664"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3051903"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2016.2626784"},{"key":"ref46","first-page":"1","article-title":"Prioritized experience replay","author":"schaul","year":"2016","journal-title":"Proc Int Conf Learn Represent (ICLR)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107255"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2656877.2656890"},{"key":"ref48","first-page":"458","article-title":"Moving a step forward in the quest for deterministic networks (DetNet)","author":"addanki","year":"2020","journal-title":"Proc IFIP Netw Conf (Networking)"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2934872.2934890"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2782235"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3230543.3230551"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2940445"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2020.102766"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/458"},{"key":"ref23","article-title":"Continuous control with deep reinforcement learning","author":"lillicrap","year":"2015","journal-title":"arXiv 1509 02971"},{"key":"ref44","first-page":"1","article-title":"Approximating fair queueing on reconfigurable switches","author":"sharma","year":"2018","journal-title":"Proc USENIX Symp Netw Syst Design Implement"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2018.2793250"},{"key":"ref43","first-page":"1587","article-title":"Addressing function approximation error in actor-critic methods","author":"fujimoto","year":"2018","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2947291"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/9792219\/09615363.pdf?arnumber=9615363","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T20:31:45Z","timestamp":1656361905000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9615363\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":48,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2021.3128267","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6]]}}}