{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:25:35Z","timestamp":1772555135326,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Program of China","award":["2024YFB4505904"],"award-info":[{"award-number":["2024YFB4505904"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2023B1515020054"],"award-info":[{"award-number":["2023B1515020054"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62272495"],"award-info":[{"award-number":["62272495"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100018735","name":"Ant Group","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100018735","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cloud Comput."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tcc.2025.3618712","type":"journal-article","created":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T17:40:13Z","timestamp":1759858813000},"page":"1429-1445","source":"Crossref","is-referenced-by-count":1,"title":["FaaSScout: Fast and Full Lifecycle RCA for FaaS Applications Using Salient Feature Mining"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-0049-361X","authenticated-orcid":false,"given":"Min","family":"Li","sequence":"first","affiliation":[{"name":"School of Systems Science and Engineering, Sun Yat-sen University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6749-8838","authenticated-orcid":false,"given":"Jin","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0972-6900","authenticated-orcid":false,"given":"Pengfei","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chongkang","family":"Tan","sequence":"additional","affiliation":[{"name":"independent researcher, resides in, Guangzhou, P.R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","first-page":"475","article-title":"From laptop to Lambda: Outsourcing everyday jobs to thousands of transient functional containers","volume-title":"Proc. 2019 USENIX Annu. Tech. Conf.","author":"Fouladi","year":"2019"},{"key":"ref2","article-title":"AWS lambda customer case studies","author":"Lambda","year":"2020"},{"key":"ref3","article-title":"A guide to developing serverless ecommerce workflows for commercetools with AWS lambda","author":"Wilson","year":"2021"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3472883.3486977"},{"key":"ref5","first-page":"2443","article-title":"ALASTOR: Reconstructing the provenance of serverless intrusions","volume-title":"Proc. 31st USENIX Secur. Symp.","author":"Datta","year":"2022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3579371.3589069"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2023.3274769"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20984-0_5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00074"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE48619.2023.00150"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110353"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3481903"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3357223.3362709"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00014"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449905"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1002\/smr.2413"},{"key":"ref17","article-title":"Prometheus","year":"2023"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.04805"},{"issue":"20","key":"ref19","first-page":"10","article-title":"Graph attention networks","volume":"1050","author":"Veli\u010dkovi\u0107","year":"2017","journal-title":"stat"},{"key":"ref20","article-title":"Realworld","author":"G\u00e9r\u00f4me Grignon","year":"2019"},{"key":"ref21","article-title":"Serverless computing: One step forward, two steps back","author":"Hellerstein","year":"2018"},{"key":"ref22","article-title":"Serverless trainticket","year":"2023"},{"key":"ref23","first-page":"205","article-title":"Serverless in the wild: Characterizing and optimizing the serverless workload at a large cloud provider","volume-title":"Proc. 2020 USENIX Annu. Tech. Conf.","author":"Shahrad","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20984-0_5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE62328.2024.00047"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3592533.3592806"},{"key":"ref27","article-title":"Knative","year":"2023"},{"key":"ref28","article-title":"Kubernetes","year":"2025"},{"key":"ref29","article-title":"Elasticsearch","year":"2023"},{"key":"ref30","article-title":"Opentelemetry","year":"2023"},{"key":"ref31","article-title":"Jaeger","year":"2023"},{"key":"ref32","article-title":"Istio","year":"2023"},{"issue":"2","key":"ref33","first-page":"1","article-title":"JMX based metrics collection and monitoring of Java application","volume":"2","author":"Sakhala","year":"2015","journal-title":"Int. J. Emerg. Technol. Res."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.13"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.emnlp-demos.6"},{"key":"ref36","article-title":"Time-dependent representation for neural event sequence prediction","author":"Li","year":"2017"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975673.67"},{"key":"ref38","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338961"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS55610.2022.00062"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2019.00023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510180"},{"key":"ref43","first-page":"323","article-title":"Benchmarking microservice systems for software engineering research","volume-title":"Proc. 40th Int. Conf. Softw. Eng.: Companion Proc.","author":"Zhou","year":"2018"},{"key":"ref44","article-title":"Container advisor","year":"2023"},{"key":"ref45","article-title":"Influxdb","year":"2023"},{"key":"ref46","article-title":"Fluentd","author":"Furuhashi","year":"2023"},{"issue":"6","key":"ref47","article-title":"A method for stochastic optimization","volume":"1412","author":"Adam","year":"2014"},{"key":"ref48","article-title":"Chaosblade","year":"2023"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CSMR.2009.15"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/2465529.2465753"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467350"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03596-9_1"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678708"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2018.00076"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/CloudIntelligence52565.2021.00015"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549092"},{"key":"ref57","first-page":"102","article-title":"Log clustering based problem identification for online service systems","volume-title":"Proc. 38th Int. Conf. Softw. Eng. Companion","author":"Lin","year":"2016"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3382494.3410684"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/581396.581397"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP52600.2021.00038"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521340"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ASE56229.2023.00138"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468543"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E52221.2021.00022"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10228884"}],"container-title":["IEEE Transactions on Cloud Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6245519\/11278842\/11194740.pdf?arnumber=11194740","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T18:41:45Z","timestamp":1765219305000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11194740\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":65,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcc.2025.3618712","relation":{},"ISSN":["2168-7161","2372-0018"],"issn-type":[{"value":"2168-7161","type":"electronic"},{"value":"2372-0018","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}