{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T04:10:42Z","timestamp":1759205442373,"version":"3.37.3"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,4,1]],"date-time":"2024-04-01T00:00:00Z","timestamp":1711929600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["61972230","62220106004"],"award-info":[{"award-number":["61972230","62220106004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong","doi-asserted-by":"publisher","award":["ZR2021LZH006"],"award-info":[{"award-number":["ZR2021LZH006"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007129","name":"Taishan Scholars Program, Shandong Provincial Natural Science Foundation","doi-asserted-by":"publisher","award":["ZR2022QF114"],"award-info":[{"award-number":["ZR2022QF114"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001691","name":"JSPS KAKENHI","doi-asserted-by":"publisher","award":["JP20H04174","JP22K11989"],"award-info":[{"award-number":["JP20H04174","JP22K11989"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Leading Initiative for Excellent Young Researchers (LEADER), MEXT, Japan, and JST, PRESTO","award":["JPMJPR21P3, Japan"],"award-info":[{"award-number":["JPMJPR21P3, Japan"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2024,4]]},"DOI":"10.1109\/tccn.2023.3328986","type":"journal-article","created":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T18:27:08Z","timestamp":1698863228000},"page":"510-525","source":"Crossref","is-referenced-by-count":1,"title":["Performance Evaluation of Self-Similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4415-2028","authenticated-orcid":false,"given":"Ran","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Software Engineering, Shandong University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7475-9739","authenticated-orcid":false,"given":"Ning","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Shandong University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4646-2054","authenticated-orcid":false,"given":"Lei","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Shandong University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2788-3451","authenticated-orcid":false,"given":"Mianxiong","family":"Dong","sequence":"additional","affiliation":[{"name":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3382-1652","authenticated-orcid":false,"given":"Kaoru","family":"Ota","sequence":"additional","affiliation":[{"name":"Department of Sciences and Informatics, Muroran Institute of Technology, Muroran, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhongmin","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Software Engineering, Shandong University, Jinan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02742-0_13"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICACT.2007.358612"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2005.4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/49.400662"},{"key":"ref5","article-title":"An overview of self-similar traffic: Its implications in the network design","author":"Melo","year":"2020","journal-title":"arXiv:2005.02858"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/90.392383"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/BF01158964"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOM.2002.1019419"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2007.061971"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2013.050313.112217"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00111"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2021.110296"},{"key":"ref13","article-title":"Interpolating between BSDEs and PINNs\u2014Deep learning for elliptic and parabolic boundary value problems","author":"N\u00fcsken","year":"2021","journal-title":"arXiv:2112.03749"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-26434-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2018.1800365"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.2000512"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS55610.2022.00059"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1287\/opre.17.5.915"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3103320"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2002.1189082"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/S1389-1286(02)00302-X"},{"key":"ref22","first-page":"1","article-title":"Multi-agent dual learning","volume-title":"Proc. Int. Conf. Learn. Rep. (ICLR)","author":"Wang"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11999"},{"volume-title":"Dual learning for machine translation","year":"2016","author":"He","key":"ref24"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3070203"},{"issue":"4","key":"ref26","first-page":"615","article-title":"Learning multiple tasks with kernel methods","volume":"6","author":"Evgeniou","year":"2005","journal-title":"J. Mach. Learn. Res."},{"key":"ref27","first-page":"737","article-title":"Multi-task learning via conic programming","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"20","author":"Kato"},{"key":"ref28","first-page":"2690","article-title":"Hierarchical multitask structured output learning for large-scale sequence segmentation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"24","author":"G\u00f6rnitz"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10148-x"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s41095-022-0271-y"},{"journal-title":"Comput. Sci.","article-title":"Neural machine translation by jointly learning to align and translate","author":"Bahdanau","key":"ref31"},{"key":"ref32","article-title":"The topological BERT: Transforming attention into topology for natural language processing","author":"Perez","year":"2022","journal-title":"arXiv:2206.15195"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3555350"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1049\/cvi2.12063"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.039"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2006.1665134"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2007.894679"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2006.879329"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.842624"},{"issue":"1","key":"ref40","first-page":"39","article-title":"Exact asymptotic queue length distribution for fractional Brownian traffic","volume":"1","author":"Narayan","year":"1998","journal-title":"Adv. Perform. Anal."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/90.234856"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2022.11.003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119030"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-022-10079-4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.5705\/ss.202017.0225"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2001.937326"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.17487\/rfc2474"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2008.925630"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/10494818\/10304300.pdf?arnumber=10304300","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,1]],"date-time":"2024-09-01T04:35:44Z","timestamp":1725165344000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10304300\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4]]},"references-count":48,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2023.3328986","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"type":"electronic","value":"2332-7731"},{"type":"electronic","value":"2372-2045"}],"subject":[],"published":{"date-parts":[[2024,4]]}}}