{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T00:35:45Z","timestamp":1787013345145,"version":"build-2736575974"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T00:00:00Z","timestamp":1698796800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100003399","name":"Science and Technology Commission of Shanghai Municipality","doi-asserted-by":"publisher","award":["22dz1204900"],"award-info":[{"award-number":["22dz1204900"]}],"id":[{"id":"10.13039\/501100003399","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61971145"],"award-info":[{"award-number":["61971145"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007219","name":"Natural Science Foundation of Shanghai","doi-asserted-by":"publisher","award":["22ZR1407900"],"award-info":[{"award-number":["22ZR1407900"]}],"id":[{"id":"10.13039\/100007219","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Parallel Distrib. Syst."],"published-print":{"date-parts":[[2023,11]]},"DOI":"10.1109\/tpds.2023.3306150","type":"journal-article","created":{"date-parts":[[2023,8,17]],"date-time":"2023-08-17T13:22:21Z","timestamp":1692278541000},"page":"2843-2859","source":"Crossref","is-referenced-by-count":23,"title":["Adaptive Data Placement in Multi-Cloud Storage: A Non-Stationary Combinatorial Bandit Approach"],"prefix":"10.1109","volume":"34","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6892-3683","authenticated-orcid":false,"given":"Li","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6479-5063","authenticated-orcid":false,"given":"Jiajie","family":"Shen","sequence":"additional","affiliation":[{"name":"Informatization Office, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3915-1987","authenticated-orcid":false,"given":"Bochun","family":"Wu","sequence":"additional","affiliation":[{"name":"Informatization Office, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9184-7383","authenticated-orcid":false,"given":"Yangfan","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9405-4485","authenticated-orcid":false,"given":"Xin","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science, Fudan University, Shanghai, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2015.2481421"},{"key":"ref35","first-page":"157","article-title":"Near-optimal latency versus cost tradeoffs in geo-distributed storage","author":"uluyol","year":"2020","journal-title":"Proc USENIX Symp Netw Syst Des Implementation"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2016.7524628"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/41.1-2.100"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2019.2926142"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2829988.2787505"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2013.2289382"},{"key":"ref36","first-page":"629","article-title":"Gaia: Geo-Distributed machine learning approaching LAN speeds","author":"hsieh","year":"2017","journal-title":"Proc USENIX Symp Netw Syst Des Implementation"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11746"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24412-4_16"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2015.2462821"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6176"},{"key":"ref10","first-page":"213","article-title":"A tale of two erasure codes in HDFS","author":"xia","year":"2015","journal-title":"Proc USENIX Conf File Storage Technol"},{"key":"ref32","first-page":"418","article-title":"Nearly optimal adaptive procedure with change detection for piecewise-stationary bandit","author":"cao","year":"2019","journal-title":"Proc Int Conf Artif Intell Statist"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2015.2417534"},{"key":"ref1","first-page":"111","article-title":"CDStore: Toward reliable, secure, and cost-efficient cloud storage via convergent dispersal","author":"li","year":"2015","journal-title":"Proc USENIX Annu Tech Conf"},{"key":"ref17","first-page":"513","article-title":"C3: Cutting tail latency in cloud data stores via adaptive replica selection","author":"suresh","year":"2015","journal-title":"Proc Symp Netw Syst Des Implementation"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2017.2769051"},{"key":"ref16","first-page":"543","article-title":"CosTLO: Cost-effective redundancy for lower latency variance on cloud storage services","author":"wu","year":"2015","journal-title":"Proc USENIX Symp Netw Syst Des Implementation"},{"key":"ref38","article-title":"Towards a leaner geo-distributed cloud infrastructure","author":"narayanan","year":"2014","journal-title":"Proc USENIX Workshop Hot Top Cloud Comput"},{"key":"ref19","first-page":"1746","article-title":"Combinatorial multi-armed bandit and its extension to probabilistically triggered arms","volume":"17","author":"chen","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS51616.2021.00023"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013689704352"},{"key":"ref46","first-page":"3601","article-title":"Garbage in, reward out: Bootstrapping exploration in multi-armed bandits","author":"kveton","year":"2019","journal-title":"Proc ACM Int Conf Mach Learn"},{"key":"ref23","article-title":"No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees","author":"perera","year":"2021"},{"key":"ref45","first-page":"401","article-title":"EC-cache: Load-balanced, low-latency cluster caching with online erasure coding","author":"rashmi","year":"2016","journal-title":"Proc USENIX Symp on Operating System Design and Implementation"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2811374"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2019.05.012"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1561\/2200000068"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/1416944.1416949"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TCOMM.2021.3113386"},{"key":"ref22","first-page":"4868","article-title":"Is Q-learning provably efficient?","author":"jin","year":"2018","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2018.2836426"},{"key":"ref21","first-page":"1","article-title":"Stateless reinforcement learning for multi-agent systems: The case of spectrum allocation in dynamic channel bonding WLANs","author":"barrachina-mu\u00f1oz","year":"2021","journal-title":"Proc of IEEE Wireless Days"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2018.2842210"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2011.2181864"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.2968321"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2927978"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2017.2712773"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6847921"},{"key":"ref9","article-title":"Volley: Automated data placement for geodistributed cloud services","author":"agarwal","year":"2010","journal-title":"Proc USENIX Symp Netw Syst Des Implementation"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2517349.2522730"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2535929"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2012.100"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2935727"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2844878"}],"container-title":["IEEE Transactions on Parallel and Distributed Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/71\/10248992\/10223440.pdf?arnumber=10223440","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T14:50:48Z","timestamp":1699282248000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10223440\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11]]},"references-count":46,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tpds.2023.3306150","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":[[2023,11]]}}}