{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T16:53:47Z","timestamp":1774716827995,"version":"3.50.1"},"reference-count":50,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,20]],"date-time":"2024-05-20T00:00:00Z","timestamp":1716163200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,20]],"date-time":"2024-05-20T00:00:00Z","timestamp":1716163200000},"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":[[2024,5,20]]},"DOI":"10.1109\/infocom52122.2024.10621348","type":"proceedings-article","created":{"date-parts":[[2024,8,12]],"date-time":"2024-08-12T17:25:41Z","timestamp":1723483541000},"page":"1331-1340","source":"Crossref","is-referenced-by-count":10,"title":["Workflow Optimization for Parallel Split Learning"],"prefix":"10.1109","author":[{"given":"Joana","family":"Tirana","sequence":"first","affiliation":[{"name":"University College Dublin &#x0026; VistaMilk SFI,School of Computer Science,Ireland"}]},{"given":"Dimitra","family":"Tsigkari","sequence":"additional","affiliation":[{"name":"Delft University of Technology,The Netherlands"}]},{"given":"George","family":"Iosifidis","sequence":"additional","affiliation":[{"name":"Delft University of Technology,The Netherlands"}]},{"given":"Dimitris","family":"Chatzopoulos","sequence":"additional","affiliation":[{"name":"University College Dublin &#x0026; VistaMilk SFI,School of Computer Science,Ireland"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"McMahan","year":"2017","journal-title":"AISTATS"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.2986024"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS49936.2021.00074"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3166101"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-14880-5_2"},{"key":"ref6","article-title":"Split learning for health: Distributed deep learning without sharing raw patient data","author":"Vepakomma","year":"2018"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20825"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICOIN48656.2020.9016486"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2023.3280405"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3446382.3448362"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109490"},{"key":"ref12","article-title":"Adaptive control of client selection and gradient compression for efficient federated learning","author":"Jiang","year":"2022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228876"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242721"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228970"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC45855.2022.9882277"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118403"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3539491.3539594"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC55385.2023.10118601"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2022.109380"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2023.3242704"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/s0927-0507(05)80189-6"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/BF01585745"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4613-0303-9_25"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/BF00934810"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3238868"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tnsm.2023.3295653"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"ref29","article-title":"A general system for heuristic solution of convex problems over nonconvex sets","author":"Diamond","year":"2016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11713"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/S0895480199357078"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737464"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796661"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737577"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref36","article-title":"Gurobi Optimizer Reference Manual","year":"2023"},{"key":"ref37","article-title":"Complexity of sequencing problems","author":"Ullman","year":"1967","journal-title":"Computers and Jobshop Scheduling"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2.3.219"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/nav.3800210113"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/BF01581204"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1287\/opre.31.2.381"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1281700.1281702"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI.2017.8300865"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139226424"},{"key":"ref45","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref47","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"ref48","article-title":"Dnnabacus: Toward accurate computational cost prediction for deep neural networks","author":"Bai","year":"2022"},{"issue":"4","key":"ref49","article-title":"State of the Internet Q4 2016 report","volume-title":"Akamai Technologies","volume":"9","author":"Belson","year":"2017"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1080\/09720510.2017.1395182"}],"event":{"name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","location":"Vancouver, BC, Canada","start":{"date-parts":[[2024,5,20]]},"end":{"date-parts":[[2024,5,23]]}},"container-title":["IEEE INFOCOM 2024 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10621050\/10621073\/10621348.pdf?arnumber=10621348","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,13]],"date-time":"2024-08-13T05:27:42Z","timestamp":1723526862000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10621348\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,20]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/infocom52122.2024.10621348","relation":{},"subject":[],"published":{"date-parts":[[2024,5,20]]}}}