{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:07:58Z","timestamp":1771466878063,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,2,15]],"date-time":"2024-02-15T00:00:00Z","timestamp":1707955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,2,15]],"date-time":"2024-02-15T00:00:00Z","timestamp":1707955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,2,15]],"date-time":"2024-02-15T00:00:00Z","timestamp":1707955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62171390"],"award-info":[{"award-number":["62171390"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012542","name":"Sichuan Science and Technology Program","doi-asserted-by":"publisher","award":["2023YFG0302"],"award-info":[{"award-number":["2023YFG0302"]}],"id":[{"id":"10.13039\/100012542","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council and was performed during Lei Mu\u2019s visit in King\u2019s College London","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2024,2,15]]},"DOI":"10.1109\/jiot.2023.3307820","type":"journal-article","created":{"date-parts":[[2023,8,23]],"date-time":"2023-08-23T18:04:41Z","timestamp":1692813881000},"page":"5840-5853","source":"Crossref","is-referenced-by-count":11,"title":["A Fine-Grained End-to-End Latency Optimization Framework for Wireless Collaborative Inference"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8141-2135","authenticated-orcid":false,"given":"Lei","family":"Mu","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Southwest Minzu University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-8536-4210","authenticated-orcid":false,"given":"Zhonghui","family":"Li","sequence":"additional","affiliation":[{"name":"School of Intelligent Engineering, Hubei Enshi College, Enshi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Xiao","sequence":"additional","affiliation":[{"name":"Faculty of Informatics, E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University, Budapest, Hungary"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruilin","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Business, The University of Auckland, Auckland, New Zealand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southwest Minzu University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Southwest Minzu University, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1395-7314","authenticated-orcid":false,"given":"Geyong","family":"Min","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Exeter, Exeter, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5224-4048","authenticated-orcid":false,"given":"Keqin","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Computer Science, State University of New York, New Paltz, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2761740"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2580946"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2528162"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3093337.3037698"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2946140"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2018.2858384"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3075464"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.10.033"},{"key":"ref12","article-title":"Split learning for collaborative deep learning in healthcare","author":"Poirot","year":"2019","journal-title":"arXiv:1912.12115"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.001.2200152"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3007787"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/72.248456"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000373"},{"key":"ref17","article-title":"Pruning filters for efficient convnets","author":"Li","year":"2016","journal-title":"arXiv:1608.08710"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/info11040193"},{"key":"ref19","article-title":"Layer-adaptive sparsity for the magnitude-based pruning","author":"Lee","year":"2020","journal-title":"arXiv:2010.07611"},{"key":"ref20","article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding","author":"Han","year":"2015","journal-title":"arXiv:1510.00149"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/PADSW.2018.8645013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2919300"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCWorkshops49005.2020.9145068"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED.2019.8824955"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412388"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM46510.2021.9685432"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.3026033"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.05.005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0009-2614(94)00117-0"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1162\/EVCO_a_00049"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1126\/science.284.5415.779"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01044"},{"key":"ref33","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref34","volume-title":"Raspberry Pi 3 model B+","author":"Pi","year":"2022"},{"key":"ref35","volume-title":"Raspberry Pi 4","author":"Pi","year":"2022"},{"key":"ref36","volume-title":"NVIDIA Jetson TK1 module","year":"2022"},{"key":"ref37","volume-title":"Tesla P100data center accelerator","year":"2022"},{"key":"ref38","volume-title":"Speedtest by Ookla - the global broadband speed test","year":"2022"},{"key":"ref39","first-page":"1","article-title":"Improving device-edge cooperative inference of deep learning via 2-step pruning","volume-title":"Proc. IEEE Conf. Comput. Commun. Workshops (INFOCOM WKSHPS)","author":"Shi"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00447"},{"issue":"85","key":"ref41","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2019.06.166"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09896-5"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10419857\/10227294.pdf?arnumber=10227294","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,14]],"date-time":"2024-02-14T15:02:36Z","timestamp":1707922956000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10227294\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2,15]]},"references-count":43,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3307820","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,2,15]]}}}