{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T16:27:17Z","timestamp":1783528037335,"version":"3.55.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB1803304"],"award-info":[{"award-number":["2019YFB1803304"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,4]]},"DOI":"10.1109\/globecom48099.2022.10000924","type":"proceedings-article","created":{"date-parts":[[2023,1,11]],"date-time":"2023-01-11T22:24:18Z","timestamp":1673475858000},"page":"1-6","source":"Crossref","is-referenced-by-count":12,"title":["Data-aware Hierarchical Federated Learning via Task Offloading"],"prefix":"10.1109","author":[{"given":"Mulei","family":"Ma","sequence":"first","affiliation":[{"name":"School of Information Science and Technology, ShanghaiTech University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liantao","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, ShanghaiTech University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wenxiang","family":"Liu","sequence":"additional","affiliation":[{"name":"National University of Defense Technology"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nanxi","family":"Chen","sequence":"additional","affiliation":[{"name":"Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ziyu","family":"Shao","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, ShanghaiTech University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, ShanghaiTech University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","year":"2021","journal-title":"Personal Information Protection Law of the Peoples Republic of China"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.124.2200241"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800286"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3058573"},{"key":"ref8","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"Artificial intelligence and statistics"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/WCSP49889.2020.9299730"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3030072"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2020.3010335"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3075439"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2705720"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3171555"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3053588"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3065719"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3086623"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118401"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3152581"},{"key":"ref21","first-page":"376","article-title":"The application of parametric optimization and imbedding to the foundation and realization of a generalized primal decomposition approach","volume":"35","author":"Tammer","year":"1987","journal-title":"Math. Res."},{"key":"ref22","volume-title":"Tensorflow convolutional neural networks tutorial","year":"2016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2019.2928811"}],"event":{"name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","location":"Rio de Janeiro, Brazil","start":{"date-parts":[[2022,12,4]]},"end":{"date-parts":[[2022,12,8]]}},"container-title":["GLOBECOM 2022 - 2022 IEEE Global Communications Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10000063\/10000593\/10000924.pdf?arnumber=10000924","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,9]],"date-time":"2024-02-09T03:14:20Z","timestamp":1707448460000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10000924\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,4]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/globecom48099.2022.10000924","relation":{},"subject":[],"published":{"date-parts":[[2022,12,4]]}}}