{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T17:42:47Z","timestamp":1730223767007,"version":"3.28.0"},"reference-count":13,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,1]],"date-time":"2020-12-01T00:00:00Z","timestamp":1606780800000},"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":[[2020,12]]},"DOI":"10.1109\/globecom42002.2020.9322155","type":"proceedings-article","created":{"date-parts":[[2021,1,26]],"date-time":"2021-01-26T00:51:27Z","timestamp":1611622287000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Resource Allocation for Wireless Federated Edge Learning based on Data Importance"],"prefix":"10.1109","author":[{"given":"Yinghui","family":"He","sequence":"first","affiliation":[]},{"given":"Jinke","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Guanding","family":"Yu","sequence":"additional","affiliation":[]},{"given":"Jiantao","family":"Yuan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Not all samples are created equal: Deep learning with importance sampling","author":"katharopoulos","year":"2018","journal-title":"arXiv preprint arXiv 1803 00942"},{"key":"ref11","article-title":"LAG: Lazily aggregated gradient for communication&#x2013;efficient distributed learning","author":"chen","year":"2018","journal-title":"NIPS"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2307\/2032161"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2018.2812733"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946245"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref6","article-title":"Accelerating DNN training in wireless federated edge learning system","author":"ren","year":"2019","journal-title":"arXiv preprint arXiv 1905 00571"},{"key":"ref5","article-title":"Energy-efficient radio resource allocation for federated edge learning","author":"zeng","year":"2019","journal-title":"arXiv preprint arXiv 1907 09977"},{"key":"ref8","article-title":"Data-importance aware user scheduling for communication-efficient edge machine learning","author":"liu","year":"2019","journal-title":"arXiv preprint arXiv 1910 12731"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/SPAWC.2019.8815498"},{"key":"ref2","article-title":"Towards an intelligent edge: Wireless communication meets machine learning","author":"zhu","year":"2018","journal-title":"arXiv preprint arXiv 1809 00343"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref9"}],"event":{"name":"GLOBECOM 2020 - 2020 IEEE Global Communications Conference","start":{"date-parts":[[2020,12,7]]},"location":"Taipei, Taiwan","end":{"date-parts":[[2020,12,11]]}},"container-title":["GLOBECOM 2020 - 2020 IEEE Global Communications Conference"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9322055\/9321973\/09322155.pdf?arnumber=9322155","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:57:04Z","timestamp":1656345424000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9322155\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/globecom42002.2020.9322155","relation":{},"subject":[],"published":{"date-parts":[[2020,12]]}}}