{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,31]],"date-time":"2026-10-31T08:53:47Z","timestamp":1793436827256,"version":"4.5.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Zenith, ELLIIT, Knut and Alice Wallenberg Foundation"},{"DOI":"10.13039\/501100004359","name":"Swedish Research Council","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100004359","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Commun. Soc."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/ojcoms.2025.3540133","type":"journal-article","created":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T18:52:06Z","timestamp":1739213526000},"page":"1497-1511","source":"Crossref","is-referenced-by-count":6,"title":["Faster Convergence With Less Communication: Broadcast-Based Subgraph Sampling for Decentralized Learning Over Wireless Networks"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6097-7935","authenticated-orcid":false,"given":"Daniel","family":"P\u00e9rez Herrera","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Linköping University, Linköping, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5621-2860","authenticated-orcid":false,"given":"Zheng","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Linköping University, Linköping, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7599-4367","authenticated-orcid":false,"given":"Erik G.","family":"Larsson","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Linköping University, Linköping, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICC51166.2024.10622904"},{"key":"ref2","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref3","article-title":"Distributed stochastic gradient descent: Nonconvexity, nonsmoothness, and convergence to local minima","author":"Swenson","year":"2020","journal-title":"arXiv:2003.02818"},{"key":"ref4","first-page":"1","article-title":"Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","volume":"30","author":"Lian"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2006.887293"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysconle.2004.02.022"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1137\/060678324"},{"issue":"1","key":"ref8","first-page":"9709","article-title":"Cooperative SGD: A unified framework for the design and analysis of local-update SGD algorithms","volume":"22","author":"Wang","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref9","first-page":"5381","article-title":"A unified theory of decentralized SGD with changing topology and local updates","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Koloskova"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619228"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref12","first-page":"1","article-title":"Optimal algorithms for non-smooth distributed optimization in networks","volume-title":"Proc. 32nd Conf. Neural Inf. Process. Syst.","volume":"31","author":"Scaman"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2817461"},{"key":"ref14","first-page":"2348","article-title":"Decentralized gradient methods: Does topology matter?","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Neglia"},{"key":"ref15","first-page":"15039","article-title":"Beyond spectral gap: The role of the topology in decentralized learning","volume-title":"Proc. 36th Conf. Neural Inf. Process. Syst.","volume":"35","author":"Vogels"},{"key":"ref16","first-page":"3478","article-title":"Decentralized stochastic optimization and gossip algorithms with compressed communication","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Koloskova"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CDC49753.2023.10383226"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2022.3152445"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2022.3172147"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SECONWorkshops56311.2022.9926391"},{"key":"ref21","article-title":"Asynchronous distributed optimization with delay-free parameters","author":"Wu","year":"2023","journal-title":"arXiv:2312.06508"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2021.3074908"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2022.3205549"},{"key":"ref24","first-page":"6415","article-title":"Moniqua: Modulo quantized communication in decentralized SGD","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lu"},{"key":"ref25","first-page":"1","article-title":"Communication compression for decentralized training","volume-title":"Proc. 32nd Conf. Neural Inf. Process. Syst.","volume":"31","author":"Tang"},{"key":"ref26","first-page":"1707","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"Proc. 31st Conf. Neural Inf. Process. Syst.","volume":"30","author":"Alistarh"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3212536"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242735"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2023.3271854"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2021.3103920"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2364096"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2010.2079650"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3024266"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118400"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC53906.2023.10304514"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0619-4"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1090\/conm\/352"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS46700.2020.00089"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.4171\/022-3\/63"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2024.3363887"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/LCSYS.2024.3487796"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ACC.2016.7526803"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2023.3240647"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1017\/9781316216002"},{"key":"ref45","volume-title":"MNIST handwritten digit database","author":"LeCun","year":"2010"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1137\/060676866"},{"key":"ref47","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782661\/10829557\/10879080.pdf?arnumber=10879080","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,17]],"date-time":"2025-04-17T17:45:19Z","timestamp":1744911919000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10879080\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2025.3540133","relation":{},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}