{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T23:04:10Z","timestamp":1780009450197,"version":"3.53.1"},"reference-count":83,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"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":["IEEE Trans. Netw. Sci. Eng."],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/tnse.2026.3689030","type":"journal-article","created":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T19:48:54Z","timestamp":1777578534000},"page":"9101-9121","source":"Crossref","is-referenced-by-count":0,"title":["Navigating Spatio-Temporal Uncertainty: Adaptive Cloud Resource Management Based on Quantile Central Limit Theorem and Kalman Filtering"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9613-7455","authenticated-orcid":false,"given":"Hung-Chang","family":"Hsiao","sequence":"first","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2440-2771","authenticated-orcid":false,"given":"Ching-Hsien","family":"Hsu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8089-1613","authenticated-orcid":false,"given":"Kuan-Chou","family":"Lai","sequence":"additional","affiliation":[{"name":"Department of Computer Science, National Taichung University of Education, Taichung, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0166-6830","authenticated-orcid":false,"given":"Lian-Xing","family":"Wei","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"969","article-title":"ServiceRouter: Hyperscale and minimal cost service mesh at meta","volume-title":"Proc. 17th USENIX Symp. Operating Syst. Des. Implementation","author":"Saokar","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2741948.2741964"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/90.282603"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/90.650143"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/90.392383"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2391229.2391236"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.3034500"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2016.2525984"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/00029890.2009.11920908"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2025.3640174"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref12","article-title":"","author":"Nolan","year":"2020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177698155"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/90.554723"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/378420.378440"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/1010093"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-8162-8_3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9892.1983.tb00371.x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176324317"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/18.761330"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827592240555"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2012.68"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2012.12"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1555271.1555275"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2382553.2382556"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2013.6616117"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/71.963420"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/258533.258660"},{"key":"ref30","first-page":"323","article-title":"Dominant resource fairness: Fair allocation of multiple resource types","volume-title":"Proc. 8th USENIX Symp. Networked Syst. Des. Implementation","author":"Ghodsi","year":"2011"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-022-04707-w"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2025.3539190"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2023.3247973"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.1867"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3365871.3365892"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2983742"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2935056"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1002\/spe.2896"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/ett.3770"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/su141911982"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/047166880X"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-79361-0_7"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1272996.1273026"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/math12030468"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2024.3354062"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/rttas.2003.1203053"},{"key":"ref47","volume-title":"The Art of Computer Systems Performance Analysis","author":"Jain","year":"1991"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2014.2350475"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1080\/00224065.1986.11979014"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.10.047"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12030650"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3317262"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3138825"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.3390\/info15010039"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2022.3190797"},{"key":"ref56","first-page":"139","article-title":"Aberrant behavior detection in time series for network monitoring","volume-title":"Proc. 14th Syst. Admin. Conf.","author":"Brutlag","year":"2000"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3005745.3005750"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2022.3147851"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3041713"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.01.059"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3028963"},{"key":"ref62","first-page":"787","article-title":"SHEPHERD: Serving DNNs in the wild","volume-title":"Proc. 20th USENIX Symp. Networked Syst. Des. Implementation","author":"Zhang","year":"2023"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/UCC56403.2022.00040"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/Confluence60223.2024.10463310"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/SOSE.2018.00025"},{"key":"ref66","article-title":"Multi-level ML based burst-aware autoscaling for SLO assurance and cost efficiency","author":"Meng","year":"2024"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3338015"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-022-01147-5"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3014970"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2019.2906300"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.14778\/3611540.3611566"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS57875.2023.00042"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3091400"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/icde60146.2024.00308"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TSUSC.2023.3346332"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1145\/3297858.3304013"},{"key":"ref77","first-page":"805","article-title":"FIRM: An intelligent fine-grained resource management framework for SLO-oriented microservices","volume-title":"Proc. 14th USENIX Symp. Operating Syst. Des. Implementation","author":"Qiu","year":"2020"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2022.3202493"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1145\/2408776.2408794"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/1435417.1435432"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1145\/279227.279229"},{"key":"ref82","first-page":"305","article-title":"In search of an understandable consensus algorithm","volume-title":"Proc. USENIX Annu. Techn. Conf.","author":"Ongaro","year":"2014"},{"key":"ref83","volume-title":"Time Series Analysis: Forecasting and Control","volume":"5","author":"Box","year":"2015"}],"container-title":["IEEE Transactions on Network Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488902\/11264281\/11501793.pdf?arnumber=11501793","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T22:40:21Z","timestamp":1780008021000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11501793\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":83,"URL":"https:\/\/doi.org\/10.1109\/tnse.2026.3689030","relation":{},"ISSN":["2327-4697","2334-329X"],"issn-type":[{"value":"2327-4697","type":"electronic"},{"value":"2334-329X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}