{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:28:36Z","timestamp":1730222916479,"version":"3.28.0"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,4]],"date-time":"2023-12-04T00:00:00Z","timestamp":1701648000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,4]],"date-time":"2023-12-04T00:00:00Z","timestamp":1701648000000},"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":[[2023,12,4]]},"DOI":"10.1109\/gcwkshps58843.2023.10464818","type":"proceedings-article","created":{"date-parts":[[2024,3,21]],"date-time":"2024-03-21T17:52:58Z","timestamp":1711043578000},"page":"521-526","source":"Crossref","is-referenced-by-count":0,"title":["Joint Compression and Deadline Optimization for Communication-Efficient Federated Edge Learning"],"prefix":"10.1109","author":[{"given":"Maojun","family":"Zhang","sequence":"first","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China"}]},{"given":"Zhijie","family":"Cai","sequence":"additional","affiliation":[{"name":"Shenzhen Research Institute of Big Data,Shenzhen,China"}]},{"given":"Dongzhu","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computing Science, University of Glasgow"}]},{"given":"Richeng","family":"Jin","sequence":"additional","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China"}]},{"given":"Guangxu","family":"Zhu","sequence":"additional","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China"}]},{"given":"Caijun","family":"Zhong","sequence":"additional","affiliation":[{"name":"College of Information Science and Electronic Engineering, Zhejiang University,Hangzhou,China"}]}],"member":"263","reference":[{"key":"ref1","first-page":"560","article-title":"signSGD: Compressed optimisation for non-convex problems","volume-title":"Proc. International Conference on Machine Learning (ICLR)","author":"Bernstein"},{"key":"ref2","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"Proc. Advances in Neural Information Processing Systems (NeurIPS)","volume":"30","author":"Alistarh","year":"2017"},{"article-title":"Deep gradient compression: Reducing the communication bandwidth for distributed training","volume-title":"[Online]. Available: https:\/\/arxiv.org\/abs\/1712.01887, 2017","author":"Lin","key":"ref3"},{"key":"ref4","first-page":"2021","article-title":"Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization","volume-title":"Proc. International Conference on Artificial Intelligence and Statistics (AISTATS)","author":"Reisizadeh"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413697"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000744"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS47774.2020.00026"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref9","article-title":"Robust and communication-efficient collaborative learning","volume-title":"Proc. Ad-vances in Neural Information Processing Systems (NeurIPS)","volume":"32","author":"Reisizadeh","year":"2019"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3136308"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3126081"},{"key":"ref13","article-title":"Gradient sparsification for communication-efficient distributed optimization","volume-title":"Proc. Advances in Neural Information Processing Systems (NeurIPS)","volume":"31","author":"Wangni","year":"2018"},{"journal-title":"Joint compression and deadline optimization for wireless federated learning","year":"2023","author":"Zhang","key":"ref14"}],"event":{"name":"2023 IEEE Globecom Workshops (GC Wkshps)","start":{"date-parts":[[2023,12,4]]},"location":"Kuala Lumpur, Malaysia","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE Globecom Workshops (GC Wkshps)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10464388\/10464393\/10464818.pdf?arnumber=10464818","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T21:13:58Z","timestamp":1711487638000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10464818\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,4]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/gcwkshps58843.2023.10464818","relation":{},"subject":[],"published":{"date-parts":[[2023,12,4]]}}}