{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T20:28:03Z","timestamp":1771705683183,"version":"3.50.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB1706101"],"award-info":[{"award-number":["2019YFB1706101"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National NSFC","doi-asserted-by":"publisher","award":["62102053"],"award-info":[{"award-number":["62102053"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National NSFC","doi-asserted-by":"publisher","award":["61902044"],"award-info":[{"award-number":["61902044"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National NSFC","doi-asserted-by":"publisher","award":["62072060"],"award-info":[{"award-number":["62072060"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National NSFC","doi-asserted-by":"publisher","award":["62072332"],"award-info":[{"award-number":["62072332"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National NSFC","doi-asserted-by":"publisher","award":["92067206"],"award-info":[{"award-number":["92067206"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013223","name":"Chongqing Research Program of Basic Research and Frontier Technology","doi-asserted-by":"publisher","award":["cstc2019jcyj-msxmX0589"],"award-info":[{"award-number":["cstc2019jcyj-msxmX0589"]}],"id":[{"id":"10.13039\/501100013223","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013223","name":"Chongqing Research Program of Basic Research and Frontier Technology","doi-asserted-by":"publisher","award":["cstc2019jscx-mbdxX0047"],"award-info":[{"award-number":["cstc2019jscx-mbdxX0047"]}],"id":[{"id":"10.13039\/501100013223","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100013223","name":"Chongqing Research Program of Basic Research and Frontier Technology","doi-asserted-by":"publisher","award":["cstc2022ycjhbgzxm0058"],"award-info":[{"award-number":["cstc2022ycjhbgzxm0058"]}],"id":[{"id":"10.13039\/501100013223","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002865","name":"Key Research Program of Chongqing Science & Technology Commission","doi-asserted-by":"publisher","award":["cstc2021jscx-dxwtBX0019-01"],"award-info":[{"award-number":["cstc2021jscx-dxwtBX0019-01"]}],"id":[{"id":"10.13039\/501100002865","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002865","name":"Key Research Program of Chongqing Science & Technology Commission","doi-asserted-by":"publisher","award":["cstc2019jscxzdztzxX0031"],"award-info":[{"award-number":["cstc2019jscxzdztzxX0031"]}],"id":[{"id":"10.13039\/501100002865","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100005230","name":"Natural Science Foundation Projects in Chongqing","doi-asserted-by":"publisher","award":["cstc2019jcyj-msxmX0442"],"award-info":[{"award-number":["cstc2019jcyj-msxmX0442"]}],"id":[{"id":"10.13039\/501100005230","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1109\/tnsm.2022.3181517","type":"journal-article","created":{"date-parts":[[2022,6,8]],"date-time":"2022-06-08T19:35:25Z","timestamp":1654716925000},"page":"4531-4545","source":"Crossref","is-referenced-by-count":30,"title":["DRL-D: Revenue-Aware Online Service Function Chain Deployment via Deep Reinforcement Learning"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0856-3695","authenticated-orcid":false,"given":"Qilin","family":"Fan","sequence":"first","affiliation":[{"name":"School of Big Data and Software Engineering and the Key Laboratory of Dependable Service Computing in Cyber Physical Society of Ministry of Education, Chongqing University, Chongqing, China"}]},{"given":"Pan","family":"Pan","sequence":"additional","affiliation":[{"name":"School of Big Data and Software Engineering and the Key Laboratory of Dependable Service Computing in Cyber Physical Society of Ministry of Education, Chongqing University, Chongqing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9041-0297","authenticated-orcid":false,"given":"Xiuhua","family":"Li","sequence":"additional","affiliation":[{"name":"School of Big Data and Software Engineering, Chongqing University, Chongqing, China"}]},{"given":"Sen","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Big Data and Software Engineering and the Key Laboratory of Dependable Service Computing in Cyber Physical Society of Ministry of Education, Chongqing University, Chongqing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3642-3569","authenticated-orcid":false,"given":"Jian","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Binghamton University, State University of New York at Binghamton, Binghamton, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6561-560X","authenticated-orcid":false,"given":"Junhao","family":"Wen","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Binghamton University, State University of New York at Binghamton, Binghamton, NY, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322359"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2598420"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2936505"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2019.9010062"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.2968907"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2862404"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2016.2580150"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486275"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CloudNet.2015.7335301"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2015.7218511"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760162"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/PIMRC.2017.8292258"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2016.11.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6847918"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.2986662"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959181"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC46108.2020.9045434"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8762060"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CloudNet.2014.6968961"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2019.01.036"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524438"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2015.7417851"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2015.2502252"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2842798"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2895226"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.26599\/TST.2021.9010012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2645123"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.01.025"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500964"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2020.9020027"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2020.9020003"},{"key":"ref32","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016","journal-title":"arXiv:1609.02907"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946797"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.1998.712192"},{"key":"ref35","article-title":"Prioritized experience replay","author":"Schaul","year":"2015","journal-title":"arXiv:1511.05952"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.1996.493353"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2019.05.004"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2971543"},{"key":"ref39","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/10034788\/09790866.pdf?arnumber=9790866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T02:01:55Z","timestamp":1706752915000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9790866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":39,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2022.3181517","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]}}}