{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T16:17:21Z","timestamp":1774455441714,"version":"3.50.1"},"reference-count":104,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071142"],"award-info":[{"award-number":["62071142"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Research on Gene Function-Phenomenon Association Analysis Based on Knowledge Graph Enhancement","award":["625023182"],"award-info":[{"award-number":["625023182"]}]},{"name":"Guangdong Provincial Basic and Applied Research Fund, Research on Fund Co-expression Analysis Based on Large Language Model","award":["2024A1515110169.3"],"award-info":[{"award-number":["2024A1515110169.3"]}]},{"DOI":"10.13039\/100019025","name":"Guangdong University of Science and Technology","doi-asserted-by":"publisher","award":["GKY-2023BSQD-43"],"award-info":[{"award-number":["GKY-2023BSQD-43"]}],"id":[{"id":"10.13039\/100019025","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/tsc.2025.3631913","type":"journal-article","created":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T18:44:08Z","timestamp":1763059448000},"page":"808-825","source":"Crossref","is-referenced-by-count":1,"title":["Surveying Root Cause Analysis Techniques: A Comprehensive Review of Aspects for Multi-Service Applications"],"prefix":"10.1109","volume":"19","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2066-9874","authenticated-orcid":false,"given":"Zhijing","family":"Li","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Shenzhen University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianbo","family":"Yu","sequence":"additional","affiliation":[{"name":"Southeast University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3393-1915","authenticated-orcid":false,"given":"Zhijun","family":"Huang","sequence":"additional","affiliation":[{"name":"Cornell Tech, New York, NY, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3063-1324","authenticated-orcid":false,"given":"Yusheng","family":"Huang","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Software framework to support operations of nanosatellite formations","author":"Dombrovski","year":"2022"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1700066"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3473919"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107580"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.107198"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2008.09.009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCCN51052.2020.9362931"},{"key":"ref8","first-page":"1155","article-title":"Predictive and adaptive failure mitigation to avert production cloud $\\lbrace${VM$\\rbrace$} interruptions","volume-title":"Proc. 14th USENIX Symp. Operating Syst. Des. Implementation","author":"Levy","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE52982.2021.00017"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3501297"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE52982.2021.00022"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2019.103377"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510110"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICEBE.2017.52"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.12"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3236024.3236083"},{"key":"ref17","first-page":"102","article-title":"Log clustering based problem identification for online service systems","volume-title":"Proc. IEEE\/ACM 38th Int. Conf. Softw. Eng. Companion","author":"Lin","year":"2016"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2016.12"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE.2019.00031"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76352-7_17"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/HIPC.2010.5713159"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/spe.3400"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.46586\/tches.v2021.i1.192-216"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2020.3025289"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/DSN48063.2020.00051"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CloudIntelligence52565.2021.00016"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3674726"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2019.00023"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2019.00056"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00038"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE43902.2021.00117"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449905"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/MSR.2013.6624036"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-019-01426-2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521340"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539041"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417066"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313653"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380111"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00043"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3460319.3464805"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE52982.2021.00046"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CloudIntelligence52565.2021.00015"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110353"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2016.2607739"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/2494232.2465753"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2024.112145"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-021-10010-8"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00028"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.3390\/math9141644"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409768"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417054"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3510457.3513030"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ISSREW51248.2020.00067"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-021-10082-6"},{"key":"ref56","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.jss.2019.03.002","article-title":"Not all bugs are the same: Understanding, characterizing, and classifying bug types","volume":"152","author":"Gemma","year":"2019","journal-title":"J. Syst. Softw."},{"key":"ref57","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/j.jss.2016.12.005","article-title":"Creating an invalid defect classification model using text mining on server development","volume":"125","author":"Yihsiung","year":"2017","journal-title":"J. Syst. Softw."},{"key":"ref58","first-page":"476","article-title":"Combining deep learning with information retrieval to localize buggy files for bug reports","volume-title":"Proc. 30th IEEE\/ACM Int. Conf. Automated Softw. Eng.","author":"An","year":"2015"},{"key":"ref59","first-page":"1057","article-title":"MRCA: Metric-level root cause analysis for microservices via multi-modal data","volume-title":"Proc. 39th IEEE\/ACM Int. Conf. Automated Softw. Eng.","author":"Wang","year":"2024"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2023.3241299"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00150"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3639088"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671530"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00149"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3663529.3663841"},{"key":"ref66","article-title":"Openrca: Can large language models locate the root cause of software failures?","volume-title":"13th Int. Conf. Learn. Representations","author":"Xu","year":"2025"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/DSN-S52858.2021.00027"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3477132.3483577"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417061"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2018.2141030"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417066"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00014"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03596-9_1"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3481903"},{"key":"ref75","first-page":"43","article-title":"Adtributor: Revenue debugging in advertising systems","volume-title":"Proc. 11th {USENIX} Symp. Networked Syst. Des. Implementation ({NSDI} 14)","author":"Bhagwan","year":"2014"},{"key":"ref76","article-title":"Anomaly detection and fault localization an automated process for advertising systems","author":"Persson","year":"2018"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1145\/2884781.2884795"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2804764"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2019.00015"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1145\/1629575.1629587"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/DSN.2007.103"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP.2019.00021"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338961"},{"key":"ref84","first-page":"323","article-title":"Poster: Benchmarking microservice systems for software engineering research","volume-title":"Proc. IEEE\/ACM 40th Int. Conf. Softw. Eng.: Companion,","author":"Zhou","year":"2018"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510132"},{"key":"ref86","first-page":"559","article-title":"Understanding, detecting and localizing partial failures in large system software","volume-title":"Proc. 17th USENIX Symp. Networked Syst. Des. Implementation","author":"Lou","year":"2020"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/3341301.3359650"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678708"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2019.00014"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678746"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1108\/IJLSS-10-2017-0114"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2015.7405523"},{"issue":"9","key":"ref93","doi-asserted-by":"crossref","first-page":"2501","DOI":"10.1108\/ECAM-01-2020-0058","article-title":"Understanding and visualizing schedule deviations in construction projects using fault tree analysis","volume":"27","author":"Hsu","year":"2020","journal-title":"Eng., Construction Architectural Manage., Engineering, Construction Architectural Management"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.4135\/9781483346366.n137"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1504\/IJFIP.2020.111221"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.08.010"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1145\/2931037.2931051"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-008-9066-8"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1145\/3510457.3513051"},{"key":"ref100","article-title":"Survey on models and techniques for root-cause analysis","author":"Sol\u00e9","year":"2017"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1159\/000508677"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1145\/2492248.2492263"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/ICTC52510.2021.9621097"},{"key":"ref104","article-title":"A comprehensive survey on root cause analysis in (micro) services: Methodologies, challenges, and trends","author":"Wang","year":"2024"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4629386\/11373221\/11245222.pdf?arnumber=11245222","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T21:05:26Z","timestamp":1770757526000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11245222\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":104,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2025.3631913","relation":{},"ISSN":["1939-1374","2372-0204"],"issn-type":[{"value":"1939-1374","type":"electronic"},{"value":"2372-0204","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}