{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T02:38:48Z","timestamp":1777343928062,"version":"3.51.4"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Project","doi-asserted-by":"publisher","award":["U1711264"],"award-info":[{"award-number":["U1711264"]}],"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","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"grant","award":["2017YFB1001603"],"award-info":[{"award-number":["2017YFB1001603"]}]},{"name":"grant","award":["2017YFB0202502"],"award-info":[{"award-number":["2017YFB0202502"]}]},{"name":"National Key R&D of China"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2021,12]]},"DOI":"10.1109\/tnsm.2021.3116665","type":"journal-article","created":{"date-parts":[[2021,9,30]],"date-time":"2021-09-30T20:50:01Z","timestamp":1633035001000},"page":"3973-3986","source":"Crossref","is-referenced-by-count":57,"title":["Joint Optimization With DNN Partitioning and Resource Allocation in Mobile Edge Computing"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9161-0570","authenticated-orcid":false,"given":"Chongwu","family":"Dong","sequence":"first","affiliation":[]},{"given":"Sheng","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Xi","family":"Chen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4819-4679","authenticated-orcid":false,"given":"Wushao","family":"Wen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.2986662"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2971543"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3194554.3194565"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3229556.3229562"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3025116"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485905"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.013013.00155"},{"key":"ref36","first-page":"1","article-title":"Towards GPU utilization prediction for cloud deep learning","author":"yeung","year":"2020","journal-title":"Proc 12th USENIX Workshop Hot Topics Cloud Comput (HotCloud)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IPCCC47392.2019.8958770"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3010258"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2750180"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.2983119"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2015.2487344"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737614"},{"key":"ref13","first-page":"709","article-title":"DNN inference acceleration via heterogeneous IoT devices collaboration","volume":"57","author":"sheng","year":"2020","journal-title":"J Comput Res Develop"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2018.8639121"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2961237"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2019.2927908"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2947893"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2893250"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2145694.2145704"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3404397.3404473"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISCA.2018.00012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155237"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2999318"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2892176"},{"key":"ref29","first-page":"1","article-title":"Distributing deep neural networks with containerized partitions at the edge","author":"zhou","year":"2019","journal-title":"Proc 2nd USENIX Workshop Hot Topics Edge Comput (HotEdge)"},{"key":"ref5","article-title":"TOFFEE: Task offloading and frequency scaling for energy efficiency of mobile devices in mobile edge computing","author":"chen","year":"2019","journal-title":"IEEE Trans Cloud Comput"},{"key":"ref8","author":"xu","year":"2020","journal-title":"Edge Intelligence Architectures Challenges and Applications"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2705720"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2962338"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2918951"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2970550"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2927895"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3009540"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.12.055"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3093337.3037698"},{"key":"ref47","first-page":"2467","article-title":"Wireless and computing resource allocation for selfish computation offloading in edge computing","author":"jo\u0161ilo","year":"2019","journal-title":"Proc IEEE INFOCOM Conf Comput Commun"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2968951"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCS52626.2021.9449178"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2200\/S00271ED1V01Y201006CNT007"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2947521"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3318216.3363301"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2997091"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013404"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107334"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149094"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/9644641\/09552954.pdf?arnumber=9552954","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:37Z","timestamp":1652194357000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9552954\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12]]},"references-count":47,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2021.3116665","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12]]}}}