{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T17:14:07Z","timestamp":1767978847653,"version":"3.49.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"21","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100014013","name":"U.K. Research and Innovation Future Leaders Fellowships","doi-asserted-by":"publisher","award":["MR\/S017666\/1"],"award-info":[{"award-number":["MR\/S017666\/1"]}],"id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]},{"name":"FMJH Program PGMO"},{"name":"EDF"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2022,11,1]]},"DOI":"10.1109\/jiot.2022.3183295","type":"journal-article","created":{"date-parts":[[2022,6,15]],"date-time":"2022-06-15T20:08:31Z","timestamp":1655323711000},"page":"21736-21750","source":"Crossref","is-referenced-by-count":43,"title":["Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8342-4567","authenticated-orcid":false,"given":"Tung Thanh","family":"Vu","sequence":"first","affiliation":[{"name":"Institute of Electronics, Communications, and Information Technology, Queen’s University Belfast, Belfast, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4612-3044","authenticated-orcid":false,"given":"Duy Trong","family":"Ngo","sequence":"additional","affiliation":[{"name":"School of Engineering, The University of Newcastle, Callaghan, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3367-2220","authenticated-orcid":false,"given":"Hien Quoc","family":"Ngo","sequence":"additional","affiliation":[{"name":"Institute of Electronics, Communications, and Information Technology, Queen’s University Belfast, Belfast, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8074-6675","authenticated-orcid":false,"given":"Minh Ngoc","family":"Dao","sequence":"additional","affiliation":[{"name":"School of Engineering, Information Technology and Physical Sciences, Federation University, Ballarat, VIC, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7323-9213","authenticated-orcid":false,"given":"Nguyen Hoang","family":"Tran","sequence":"additional","affiliation":[{"name":"School of Computer Science, The University of Sydney, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9885-8803","authenticated-orcid":false,"given":"Richard H.","family":"Middleton","sequence":"additional","affiliation":[{"name":"School of Computer Science, The University of Sydney, Sydney, NSW, Australia"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Cisco Annual Internet Report","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2857772"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1900271"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1701031"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3087136"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900103"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900461"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/OJCS.2020.2992630"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2019.2954643"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000397"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.2974748"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148815"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3022534"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3037554"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2021.3088910"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops49005.2020.9145118"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP49889.2020.9299815"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3002988"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500541"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593248"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2017.2655515"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.01.1900525"},{"key":"ref26","first-page":"1","article-title":"On the convergence of FedAvg on non-IID data","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Li"},{"key":"ref27","article-title":"On the convergence of local descent methods in federated learning","author":"Haddadpour","year":"2019","journal-title":"arXiv:1910.14425"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3008091"},{"key":"ref29","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Int. Conf. Artif. Intell. Stat. (AISTATS)","author":"McMahan"},{"key":"ref30","first-page":"5132","article-title":"SCAFFOLD: Stochastic controlled averaging for federated learning","volume-title":"Proc. Int. Conf. Mach. Learn. (ICML)","volume":"119","author":"Karimireddy"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2961673"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2871389"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781316799895"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1561\/2000000093"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2014.6736761"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2348543.2348553"},{"key":"ref37","first-page":"1","article-title":"Relative channel reciprocity calibration in MIMO\/TDD systems","volume-title":"Proc. Future Netw. Mobile Summit","author":"Kaltenberger"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2023.100595"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.3035770"},{"key":"ref40","first-page":"21394","article-title":"Personalized federated learning with Moreau envelopes","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","volume":"33","author":"Dinh"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref43","article-title":"Spatial long-term variations in urban, rural and indoor environments","volume-title":"Proc. COST273 5th Meeting","author":"Viering"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1587\/transcom.e98.b.1407"},{"issue":"23","key":"ref45","article-title":"A systematic review of federated learning in the healthcare area: From the perspective of data properties and applications","volume":"11","author":"Shyu","year":"2021","journal-title":"Appl. Sci."},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1186\/s13638-019-1507-0"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3100619"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC51858.2021.9593135"},{"key":"ref49","first-page":"4","article-title":"Energy efficiency of mobile clients in cloud computing","volume-title":"Proc. 2nd USENIX Conf. HotCloud","author":"Miettinen"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2018.2866458"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2018.2834370"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2017.2665488"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-30528-9_7"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1287\/opre.26.4.681"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2014.2324588"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2013.122013.130239"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2016.2633262"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970791"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2941478"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9926222\/09796621.pdf?arnumber=9796621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T01:56:20Z","timestamp":1706061380000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9796621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,1]]},"references-count":59,"journal-issue":{"issue":"21"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2022.3183295","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,1]]}}}