{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T17:11:45Z","timestamp":1780420305099,"version":"3.54.1"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62101064"],"award-info":[{"award-number":["62101064"]}],"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":["62071067"],"award-info":[{"award-number":["62071067"]}],"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":["62171057"],"award-info":[{"award-number":["62171057"]}],"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":["62001054"],"award-info":[{"award-number":["62001054"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-2107216"],"award-info":[{"award-number":["CNS-2107216"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-2128368"],"award-info":[{"award-number":["CNS-2128368"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Ministry of Education and China Mobile Joint Fund","award":["MCM20200202"],"award-info":[{"award-number":["MCM20200202"]}]},{"DOI":"10.13039\/501100002858","name":"China Post-Doctoral Science Foundation","doi-asserted-by":"publisher","award":["2022M710468"],"award-info":[{"award-number":["2022M710468"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002766","name":"Beijing University of Posts and Telecommunications-China Mobile Research Institute Joint Innovation Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002766","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Networking"],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1109\/tnet.2022.3200853","type":"journal-article","created":{"date-parts":[[2022,8,29]],"date-time":"2022-08-29T20:56:05Z","timestamp":1661806565000},"page":"828-845","source":"Crossref","is-referenced-by-count":11,"title":["Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9917-6839","authenticated-orcid":false,"given":"Tianjian","family":"Dong","sequence":"first","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0829-4624","authenticated-orcid":false,"given":"Qi","family":"Qi","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2182-2228","authenticated-orcid":false,"given":"Jingyu","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3345-1732","authenticated-orcid":false,"given":"Zirui","family":"Zhuang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3072-7422","authenticated-orcid":false,"given":"Haifeng","family":"Sun","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1486-0573","authenticated-orcid":false,"given":"Jianxin","family":"Liao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6606-5822","authenticated-orcid":false,"given":"Zhu","family":"Han","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2019.2921208"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600951"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600935"},{"key":"ref4","article-title":"A comprehensive survey on 6G networks: Applications, core services, enabling technologies, and future challenges","author":"Shahraki","year":"2021","journal-title":"arXiv:2101.12475"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3067807"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2021.3086064"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7509393"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254529"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2019.8885563"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2899609"},{"key":"ref11","first-page":"1","volume-title":"Description of Network Slicing Concept","volume":"1","year":"2016"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.013013.00155"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737660"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600939"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760147"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2017.2760162"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2018.8647514"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2947905"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2959182"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICNP49622.2020.9259378"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900653"},{"key":"ref22","first-page":"2814","article-title":"Cold-start reinforcement learning with softmax policy gradient","volume-title":"Proc. NeurIPS Conf.","author":"Ding"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2019.02.006"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3037231"},{"key":"ref26","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. ICML","author":"Finn"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700374"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref29","article-title":"Improving federated learning personalization via model agnostic meta learning","author":"Jiang","year":"2019","journal-title":"arXiv:1909.12488"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.endm.2016.03.028"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486275"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.10.000A77"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICEA.2019.8858288"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155345"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2927068"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.2986662"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3180776"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i10.17115"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2022.3168775"},{"key":"ref40","article-title":"Meta-SGD: Learning to learn quickly for few-shot learning","author":"Li","year":"2017","journal-title":"arXiv:1707.09835"},{"key":"ref41","article-title":"On first-order meta-learning algorithms","author":"Nichol","year":"2018","journal-title":"arXiv:1803.02999"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083856"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2939282"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3014896"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2983445"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5467"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3087258"},{"key":"ref48","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. AISTATS","author":"McMahan"},{"key":"ref49","article-title":"Federated meta-learning with fast convergence and efficient communication","author":"Chen","year":"2018","journal-title":"arXiv:1802.07876"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS47774.2020.00032"},{"key":"ref51","first-page":"3557","article-title":"Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach","volume-title":"Proc. NeurIPS Conf.","volume":"33","author":"Fallah"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/642"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2022.3143259"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2022.3167813"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2022.3144020"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2020.2968907"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8485853"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2016.2598420"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2907050"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.1998.712192"},{"key":"ref61","article-title":"Deep reinforcement learning in large discrete action spaces","author":"Dulac-Arnold","year":"2015","journal-title":"arXiv:1512.07679"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3077249"},{"key":"ref63","first-page":"1928","article-title":"Asynchronous methods for deep reinforcement learning","volume-title":"Proc. ICML","author":"Mnih"},{"key":"ref64","first-page":"1889","article-title":"Trust region policy optimization","volume-title":"Proc. ICML","author":"Schulman"},{"key":"ref65","article-title":"Proximal policy optimization algorithms","author":"Schulman","year":"2017","journal-title":"arXiv:1707.06347"},{"key":"ref66","first-page":"1","article-title":"High-dimensional continuous control using generalized advantage estimation","volume-title":"Proc. 4th Int. Conf. Learn. Represent., (ICLR)","author":"Schulman"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.5220\/0006105602530262"},{"key":"ref68","volume-title":"Amazon EC2 Pricing","year":"2021"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2011.111002"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143955"}],"container-title":["IEEE\/ACM Transactions on Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/90\/10103748\/9869667-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/90\/10103748\/09869667.pdf?arnumber=9869667","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:43:59Z","timestamp":1706791439000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9869667\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":70,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tnet.2022.3200853","relation":{},"ISSN":["1063-6692","1558-2566"],"issn-type":[{"value":"1063-6692","type":"print"},{"value":"1558-2566","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4]]}}}