{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,16]],"date-time":"2026-04-16T21:37:53Z","timestamp":1776375473637,"version":"3.51.2"},"reference-count":118,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2023YFF1204101"],"award-info":[{"award-number":["2023YFF1204101"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tpds.2025.3591010","type":"journal-article","created":{"date-parts":[[2025,7,21]],"date-time":"2025-07-21T18:10:18Z","timestamp":1753121418000},"page":"2073-2088","source":"Crossref","is-referenced-by-count":5,"title":["Task Scheduling in Geo-Distributed Computing: A Survey"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-0853-3533","authenticated-orcid":false,"given":"Yujian","family":"Wu","sequence":"first","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9533-9899","authenticated-orcid":false,"given":"Shanjiang","family":"Tang","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2416-4547","authenticated-orcid":false,"given":"Ce","family":"Yu","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3783-2228","authenticated-orcid":false,"given":"Bin","family":"Yang","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6069-441X","authenticated-orcid":false,"given":"Chao","family":"Sun","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0978-1280","authenticated-orcid":false,"given":"Jian","family":"Xiao","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"given":"Hutong","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Intelligence and Computing, Tianjin University, Tianjin, China"}]},{"given":"Jinghua","family":"Feng","sequence":"additional","affiliation":[{"name":"National Supercomputing Center of Tianjin, Tianjin, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2019.06.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1044-2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.swevo.2021.100841"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.01.018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12122599"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.09.014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3106401"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-021-03512-z"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2015.11.023"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741964"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2022.02.018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2020.2965106"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.107807"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2018.2874469"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-021-01627-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2020.2966697"},{"key":"ref17","first-page":"563","article-title":"MAST: Global scheduling of ML training across geo-distributed datacenters at hyperscale","volume-title":"Proc. 18th USENIX Symp. Operating Syst. Des. Implementation","author":"Choudhury","year":"2024"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04216-2"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2023.12.006"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.2971512"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2022.3150985"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.04.004"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-020-07050-6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.01.052"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2021.3128430"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2958979"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.3042409"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00256"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM54140.2023.10437617"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/SMC53654.2022.9945426"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD53861.2021.00037"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2562565"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.3001051"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2021.3092563"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.17775\/CSEEJPES.2020.02930"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2876361"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3389\/fenrg.2024.1344837"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3634769.3634812"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2022.102851"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2021.3130644"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.suscom.2020.100461"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2024.122769"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-020-03523-4"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2021.3086087"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tsusc.2024.3520969"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2943457"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2020.107096"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2892480"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.2964667"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2996304"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2019.2909866"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2020.1003177"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3093232"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.2992615"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2938164"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.3001192"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2020.2997376"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3571158"},{"key":"ref59","article-title":"Alibaba maxcompute","year":"2024"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352132"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2955494"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3093234"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.06.007"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.2994195"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3108893"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3632410.3632424"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.09.009"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2023.3326331"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2024.103070"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.3024616"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2021.08.014"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2021.12.022"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2019.05.012"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.23919\/JCN.2023.000021"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2867857"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-017-0564-7"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.12.002"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2020.2971717"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2017.2712773"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.2968321"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS51616.2021.00023"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3027675"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.32604\/iasc.2022.022499"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2896894"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2795580"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1016\/j.bdr.2021.100188"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-019-00680-2"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2022.111227"},{"key":"ref89","article-title":"Aws wavelength","year":"2025"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3186173"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.14778\/3648160.3648186"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3040007"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2024.3377917"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3249745"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-021-02768-y"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3167417"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2020.3004225"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-024-04427-1"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2024.3358890"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC47284.2019.8969607"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2022.102673"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2023.3332333"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2022.3232840"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2022.102545"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3183000"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3272567"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/CIC52973.2021.00026"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0186-1"},{"key":"ref109","article-title":"Encrypt workload data in-use with confidential GKE nodes","year":"2024"},{"key":"ref110","article-title":"Santa mode & video in advanced voice - 12 days of openai: Day 6","author":"Weil","year":"2024"},{"key":"ref111","article-title":"1\u2013800-chat-GPT - 12 days of openai: Day 10","author":"Weil","year":"2024"},{"key":"ref112","first-page":"12312","article-title":"Distributed inference and fine-tuning of large language models over the internet","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Borzunov"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1016\/j.physletb.2025.139393"},{"key":"ref114","article-title":"Optimizing parallel processing with quantum-inspired task scheduling techniques","author":"Ivanov","year":"2025"},{"key":"ref115","article-title":"Toshiba achieves quantum communication over commercial fibre without cooling","volume-title":"Financial Times","author":"Clark","year":"2025"},{"key":"ref116","article-title":"Amazon braket: Explore and experiment with quantum computing","year":"2025"},{"key":"ref117","article-title":"IBM quantum: Explore the quantum future","year":"2025"},{"key":"ref118","article-title":"Azure quantum: Open ecosystem for quantum innovation","year":"2025"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/71\/11123590\/11086502.pdf?arnumber=11086502","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,19]],"date-time":"2025-08-19T04:45:17Z","timestamp":1755578717000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11086502\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":118,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2025.3591010","relation":{},"ISSN":["1045-9219","1558-2183","2161-9883"],"issn-type":[{"value":"1045-9219","type":"print"},{"value":"1558-2183","type":"electronic"},{"value":"2161-9883","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}