{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T04:38:55Z","timestamp":1781239135196,"version":"3.54.1"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,1]],"date-time":"2025-03-01T00:00:00Z","timestamp":1740787200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2021YFA1000102"],"award-info":[{"award-number":["2021YFA1000102"]}]},{"name":"National Key Research and Development Program of China","award":["2021YFA1000103"],"award-info":[{"award-number":["2021YFA1000103"]}]},{"name":"National Key Laboratory of Large-Scale Personalized Customization Systems and Technology","award":["H&C-MPC-2023-02-03"],"award-info":[{"award-number":["H&C-MPC-2023-02-03"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2025,3]]},"DOI":"10.1109\/tnse.2024.3521885","type":"journal-article","created":{"date-parts":[[2024,12,24]],"date-time":"2024-12-24T19:24:30Z","timestamp":1735068270000},"page":"982-996","source":"Crossref","is-referenced-by-count":17,"title":["Multi-Agent DRL-Based Large-Scale Heterogeneous Task Offloading for Dynamic IoT Systems"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5543-4979","authenticated-orcid":false,"given":"Xiao","family":"He","sequence":"first","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5705-1218","authenticated-orcid":false,"given":"Shanchen","family":"Pang","sequence":"additional","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haiyuan","family":"Gui","sequence":"additional","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kuijie","family":"Zhang","sequence":"additional","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5638-5067","authenticated-orcid":false,"given":"Nuanlai","family":"Wang","sequence":"additional","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xue","family":"Zhai","sequence":"additional","affiliation":[{"name":"Qingdao institute of software, College of computer science and technology, China University of Petroleum, Qingdao, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9149317"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.02.050"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.2997832"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3141080"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2021.05.011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3076201"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3093239"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM48099.2022.10000976"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP49622.2020.9259361"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA45728.2021.9613666"},{"key":"ref11","first-page":"995","article-title":"Beware of fragmentation: Scheduling $\\lbrace$GPU-Sharing$\\rbrace$ workloads with fragmentation gradient descent","volume-title":"Proc. 2023 USENIX Annu. Techn. Conf.","volume":"23","author":"Weng","year":"2023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3235107"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2022.3225147"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3338015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3238771"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2021.3110245"},{"key":"ref17","volume-title":"Advanced Computer Architecture: Parallelism, Scalability, Programmability","volume":"199","author":"Hwang","year":"1993"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3320673"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.12.004"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3041029"},{"key":"ref21","first-page":"16828","article-title":"The primacy bias in deep reinforcement learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Nikishin","year":"2022"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2024.3381841"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2962531"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3280162"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3150432"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.iot.2023.100868"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3085319"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3123554"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2021.3065310"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-022-01108-y"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.07.010"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109983"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2022.08.003"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3290954"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2022.3225147"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3209987"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2023.3271613"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488902\/10899093\/10814699.pdf?arnumber=10814699","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,22]],"date-time":"2025-02-22T05:49:38Z","timestamp":1740203378000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10814699\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3]]},"references-count":37,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnse.2024.3521885","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,3]]}}}