{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T14:34:41Z","timestamp":1775745281081,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T00:00:00Z","timestamp":1672704000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T00:00:00Z","timestamp":1672704000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,1,3]]},"DOI":"10.1109\/comsnets56262.2023.10041396","type":"proceedings-article","created":{"date-parts":[[2023,2,23]],"date-time":"2023-02-23T22:46:06Z","timestamp":1677192366000},"page":"713-721","source":"Crossref","is-referenced-by-count":8,"title":["FedNSE: Optimal Node Selection for Federated Learning with Non-IID Data"],"prefix":"10.1109","author":[{"given":"Sourav","family":"Bansal","sequence":"first","affiliation":[{"name":"IIT Delhi,CSE Department,New Delhi,India"}]},{"given":"Manav","family":"Bansal","sequence":"additional","affiliation":[{"name":"IIT Delhi,CSE Department,New Delhi,India"}]},{"given":"Rohit","family":"Verma","sequence":"additional","affiliation":[{"name":"Intel Labs,Bangalore,India"}]},{"given":"Rajeev","family":"Shorey","sequence":"additional","affiliation":[{"name":"UQIDAR, IIT Delhi,New Delhi,India"}]},{"given":"Huzur","family":"Saran","sequence":"additional","affiliation":[{"name":"IIT Delhi,CSE Department,New Delhi,India"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Federated learning: Strategies for improving communication efficiency","volume-title":"NIPS Workshop on Private Multi-Party Machine Learning","author":"Kone\u010dn\u00fd","year":"2016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMSNETS53615.2022.9668376"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.07.098"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/18.61115"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813687"},{"key":"ref7","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Artificial intelligence and statistics","author":"McMahan"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761315"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/electronics9091359"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3146399"},{"key":"ref11","article-title":"Client selection in federated learning: Convergence analysis and power-of-choice selection strategies","author":"Cho","year":"2020","journal-title":"arXiv preprint"},{"key":"ref12","volume-title":"Openmined\/pysyft"},{"key":"ref13","volume-title":"Ubuntu desktop"},{"key":"ref14","volume-title":"The mnist database of handwritten digits","author":"LeCun","year":"1998"},{"key":"ref15","volume-title":"Number of parameters and tensor sizes in a convolutional neural network (cnn)","author":"Satya Mallick"},{"key":"ref16","article-title":"Fashion-mnist: a novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017","journal-title":"arXiv preprint"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref18","first-page":"1192","article-title":"A guide to fully homomorphic encryption","volume":"2015","author":"Armknecht","year":"2015","journal-title":"IACR Cryptol. ePrint Arch."}],"event":{"name":"2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)","location":"Bangalore, India","start":{"date-parts":[[2023,1,3]]},"end":{"date-parts":[[2023,1,8]]}},"container-title":["2023 15th International Conference on COMmunication Systems & NETworkS (COMSNETS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10041243\/10041245\/10041396.pdf?arnumber=10041396","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T15:10:06Z","timestamp":1707837006000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10041396\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,3]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/comsnets56262.2023.10041396","relation":{},"subject":[],"published":{"date-parts":[[2023,1,3]]}}}