{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T22:35:45Z","timestamp":1772836545766,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Turkish Ministry of National Education"},{"DOI":"10.13039\/100014013","name":"UK Research and Innovation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100014013","id-type":"DOI","asserted-by":"publisher"}]},{"name":"SUPER","award":["EP\/T021985\/1"],"award-info":[{"award-number":["EP\/T021985\/1"]}]},{"name":"PACE","award":["EP\/R033293\/1"],"award-info":[{"award-number":["EP\/R033293\/1"]}]},{"name":"Centre for Digital Citizens","award":["EP\/T022582\/1"],"award-info":[{"award-number":["EP\/T022582\/1"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072408"],"award-info":[{"award-number":["62072408"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Provincial Natural Science Foundation of China","award":["LY20F020030"],"award-info":[{"award-number":["LY20F020030"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput."],"published-print":{"date-parts":[[2022,5,1]]},"DOI":"10.1109\/tc.2021.3070639","type":"journal-article","created":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T19:48:31Z","timestamp":1617392911000},"page":"1035-1048","source":"Crossref","is-referenced-by-count":17,"title":["AutoDiagn: An Automated Real-Time Diagnosis Framework for Big Data Systems"],"prefix":"10.1109","volume":"71","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5159-0723","authenticated-orcid":false,"given":"Umit","family":"Demirbaga","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2914-912X","authenticated-orcid":false,"given":"Zhenyu","family":"Wen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3344-2847","authenticated-orcid":false,"given":"Ayman","family":"Noor","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3489-7429","authenticated-orcid":false,"given":"Karan","family":"Mitra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khaled","family":"Alwasel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8719-284X","authenticated-orcid":false,"given":"Saurabh","family":"Garg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3090-1059","authenticated-orcid":false,"given":"Albert Y.","family":"Zomaya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rajiv","family":"Ranjan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3369583.3392674"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.18"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1982185.1982234"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2982320"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2904759"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.12.002"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.14778\/2180912.2180913"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-7200-0_8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2020.2991361"},{"key":"ref10","first-page":"265","article-title":"Reining in the outliers in map-reduce clusters using Mantri","author":"ananthanarayanan","year":"2010","journal-title":"Proc 9th USENIX Conf Operating Syst Des Implementation"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33019428"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISORC.2015.39"},{"key":"ref12","author":"han","year":"2011","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2016.7840954"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-014-9299-2"},{"key":"ref15","first-page":"275","article-title":"Aggregation and degradation in Jetstream: Streaming analytics in the wide area","author":"rabkin","year":"2014","journal-title":"Proc 11th USENIX Symp Netw Syst Des Implementation (NSDI)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2019.2929389"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2543719"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2016.2603477"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1807167.1807184"},{"key":"ref28","article-title":"Reducing late-timing failure at scale: Straggler root-cause analysis in cloud datacenters","author":"ouyang","year":"2016","journal-title":"Proc Fast Abstr 46th Annu IEEE\/IFIP Int Conf Dependable Syst Netw"},{"key":"ref4","year":"2020"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2611578"},{"key":"ref3","year":"2020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.12694\/scpe.v17i4.1203"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2859826"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW.2016.145"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1807128.1807150"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-019-09483-1"},{"key":"ref2","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465288"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2019.06.007"},{"key":"ref20","first-page":"1","article-title":"Spark: Cluster computing with working sets","author":"zaharia","year":"2010","journal-title":"Proc 2nd USENIX Conf Hot Top cloud Comput"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS47363.2019.00049"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629601"},{"key":"ref21","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"Proc 12th USENIX Symp Operating Syst Des Implementation"},{"key":"ref42","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.2973224"},{"key":"ref41","year":"2020"},{"key":"ref23","article-title":"Proactive straggler avoidance using machine learning","author":"yadwadkar","year":"2012"},{"key":"ref44","year":"2020"},{"key":"ref26","first-page":"293","article-title":"Making sense of performance in data analytics frameworks","author":"ousterhout","year":"2015","journal-title":"Proc 12th USENIX Symp Netw Syst Des Implementation"},{"key":"ref43","year":"2020"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2408776.2408794"}],"container-title":["IEEE Transactions on Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/12\/9750276\/09394788.pdf?arnumber=9394788","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,7]],"date-time":"2022-04-07T19:25:03Z","timestamp":1649359503000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9394788\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,1]]},"references-count":45,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tc.2021.3070639","relation":{},"ISSN":["0018-9340","1557-9956","2326-3814"],"issn-type":[{"value":"0018-9340","type":"print"},{"value":"1557-9956","type":"electronic"},{"value":"2326-3814","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,1]]}}}