{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T17:07:21Z","timestamp":1784135241169,"version":"3.55.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100004141","name":"SGR","doi-asserted-by":"publisher","award":["2017 SGR 1195"],"award-info":[{"award-number":["2017 SGR 1195"]}],"id":[{"id":"10.13039\/100004141","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12]]},"DOI":"10.1109\/globecom46510.2021.9685786","type":"proceedings-article","created":{"date-parts":[[2022,2,2]],"date-time":"2022-02-02T21:59:04Z","timestamp":1643839144000},"page":"1-6","source":"Crossref","is-referenced-by-count":4,"title":["Entropy-Driven Stochastic Policy for Fast Federated Learning in Beyond 5G Edge-RAN"],"prefix":"10.1109","author":[{"given":"Brahim","family":"Aamer","sequence":"first","affiliation":[{"name":"INPT,Rabat,Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hatim","family":"Chergui","sequence":"additional","affiliation":[{"name":"CTTC,Barcelona,Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mustapha","family":"Benjillali","sequence":"additional","affiliation":[{"name":"INPT,Rabat,Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christos","family":"Verikoukis","sequence":"additional","affiliation":[{"name":"CTTC,Barcelona,Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Fair resource allocation in federated learning","author":"li","year":"0","journal-title":"ICLRE"},{"key":"ref11","article-title":"Federated learning on Non-IID data silos: An experimental study","author":"qinbin","year":"2021","journal-title":"Computer Science"},{"key":"ref12","first-page":"1601","article-title":"Self-tuning spectral clustering","author":"zelnik-manor","year":"0","journal-title":"17th International Conference on Neural Information Processing Systems (NIPS'04)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/PACIIA.2008.363"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref15","year":"2018","journal-title":"STSC"},{"key":"ref16","year":"2018","journal-title":"Autograd"},{"key":"ref17","first-page":"1","article-title":"Pymanopt: A Python toolbox for optimization on manifolds using automatic differentiation","volume":"17","author":"townsend","year":"2016","journal-title":"Journal of Machine Learning Research"},{"key":"ref18","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref4","first-page":"21","article-title":"Asynchronous federated learning for geospatial applications","author":"sprague","year":"0","journal-title":"Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases"},{"key":"ref3","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"0","journal-title":"20th International Conference on Artificial Intelligence and Statistics (AISTATS'17)"},{"key":"ref6","author":"yoshida","year":"2019","journal-title":"Hybrid-FL Cooperative learning mechanism using non-iid data in wireless networks"},{"key":"ref5","author":"zhao","year":"2018","journal-title":"Federated learning with non-IID data"},{"key":"ref8","author":"bonawitz","year":"2019","journal-title":"Towards Federated Learning at Scale System Design"},{"key":"ref7","author":"xie","year":"2019","journal-title":"Asynchronous federated optimization"},{"key":"ref2","year":"2019"},{"key":"ref1","year":"2018","journal-title":"Evolved Packet System (EPS) Mobility Management Entity (MME) and Serving GPRS Support Node (SGSN) Related Interfaces Based on Diameter Protocol"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/e22030314"}],"event":{"name":"GLOBECOM 2021 - 2021 IEEE Global Communications Conference","location":"Madrid, Spain","start":{"date-parts":[[2021,12,7]]},"end":{"date-parts":[[2021,12,11]]}},"container-title":["2021 IEEE Global Communications Conference (GLOBECOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9685019\/9685006\/09685786.pdf?arnumber=9685786","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,7]],"date-time":"2022-12-07T00:58:27Z","timestamp":1670374707000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9685786\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/globecom46510.2021.9685786","relation":{},"subject":[],"published":{"date-parts":[[2021,12]]}}}