{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T14:46:29Z","timestamp":1784213189109,"version":"3.55.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["62072344"],"award-info":[{"award-number":["62072344"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["U20A20177"],"award-info":[{"award-number":["U20A20177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2022YFB2901300 The work of John C"],"award-info":[{"award-number":["2022YFB2901300 The work of John C"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"RGC\u2019s GRF","award":["14215722"],"award-info":[{"award-number":["14215722"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Select. Areas Commun."],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1109\/jsac.2023.3242707","type":"journal-article","created":{"date-parts":[[2023,2,23]],"date-time":"2023-02-23T21:26:54Z","timestamp":1677187614000},"page":"1135-1150","source":"Crossref","is-referenced-by-count":8,"title":["Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach"],"prefix":"10.1109","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9681-6482","authenticated-orcid":false,"given":"Ruiting","family":"Zhou","sequence":"first","affiliation":[{"name":"School of Computer Science Engineering, Southeast University, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7039-0089","authenticated-orcid":false,"given":"Xueying","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Wuhan University, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7466-0384","authenticated-orcid":false,"given":"John C. S.","family":"Lui","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5351-2075","authenticated-orcid":false,"given":"Zongpeng","family":"Li","sequence":"additional","affiliation":[{"name":"Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2685048.2685095"},{"key":"ref2","first-page":"1","article-title":"More effective distributed ML via a stale synchronous parallel parameter server","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ho"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737460"},{"key":"ref4","first-page":"1","article-title":"Optimizing network performance in distributed machine learning","volume-title":"Proc. USENIX HotCloud","author":"Mai"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.284"},{"key":"ref6","volume-title":"Amazon EC2 Pricing","year":"2019"},{"key":"ref7","volume-title":"Google Cloud Pricing","year":"2019"},{"key":"ref8","volume-title":"Linux Virtual Mach. Pricing","year":"2019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486380"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2013.6550265"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2014.6914299"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2015.2444843"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS.2017.00073"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2966627"},{"issue":"2","key":"ref15","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1504\/IJCC.2019.10021222","article-title":"A dynamic strategy-proof algorithm for allocation and pricing of cloud services","volume":"8","author":"Omotehinwa","year":"2019","journal-title":"Int. J. Cloud Comput."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3033274.3085137"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2017.8264203"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2018.3194"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-36027-6_7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1374376.1374475"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013689704352"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1561\/2200000024"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1287\/stsy.2019.0033"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019869"},{"key":"ref25","article-title":"Efficient constrained regret minimization","author":"Mahdavi","year":"2012","journal-title":"arXiv:1205.2265"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tii.2019.2909473"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2603511"},{"key":"ref28","first-page":"1","article-title":"Dominant resource fairness: Fair allocation of multiple resource types","volume-title":"Proc. USENIX NSDI","author":"Ghodsi"},{"key":"ref29","first-page":"1","article-title":"Dolphin: Runtime optimization for distributed machine learning","volume-title":"Proc. ICML ML Syst. Workshop","author":"Chun"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2018.8486026"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2813333"},{"key":"ref32","first-page":"2430","article-title":"Device placement optimization with reinforcement learning","volume-title":"Proc. ACM ICML","author":"Mirhoseini"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/2764468.2764535"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2948150"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2877359"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2955935"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2017.2748586"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2019.2901850"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3042530"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009642405419"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2008.09.012"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC.2018.8450304"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623496303470"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3058963"}],"container-title":["IEEE Journal on Selected Areas in Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/49\/10075675\/10043656.pdf?arnumber=10043656","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,12]],"date-time":"2024-04-12T06:34:45Z","timestamp":1712903685000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10043656\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":44,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jsac.2023.3242707","relation":{},"ISSN":["0733-8716","1558-0008"],"issn-type":[{"value":"0733-8716","type":"print"},{"value":"1558-0008","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4]]}}}