{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T15:50:14Z","timestamp":1774021814313,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T00:00:00Z","timestamp":1724457600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Beijing National Research Center for Information Science and Technology (BNRist)"},{"DOI":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62072264"],"award-info":[{"award-number":["62072264"]}],"id":[{"id":"10.13039\/https:\/\/doi.org\/10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,8,25]]},"DOI":"10.1145\/3637528.3671530","type":"proceedings-article","created":{"date-parts":[[2024,8,25]],"date-time":"2024-08-25T04:55:12Z","timestamp":1724561712000},"page":"6049-6060","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9749-2539","authenticated-orcid":false,"given":"Zhe","family":"Xie","sequence":"first","affiliation":[{"name":"BNRist, Tsinghua University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0330-0028","authenticated-orcid":false,"given":"Shenglin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Nankai University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4143-6017","authenticated-orcid":false,"given":"Yitong","family":"Geng","sequence":"additional","affiliation":[{"name":"eBay Inc., Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1481-8826","authenticated-orcid":false,"given":"Yao","family":"Zhang","sequence":"additional","affiliation":[{"name":"eBay Inc., Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6303-1731","authenticated-orcid":false,"given":"Minghua","family":"Ma","sequence":"additional","affiliation":[{"name":"Microsoft, Redmond, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0371-854X","authenticated-orcid":false,"given":"Xiaohui","family":"Nie","sequence":"additional","affiliation":[{"name":"Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-6348-6734","authenticated-orcid":false,"given":"Zhenhe","family":"Yao","sequence":"additional","affiliation":[{"name":"BNRist, Tsinghua University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-7364-1307","authenticated-orcid":false,"given":"Longlong","family":"Xu","sequence":"additional","affiliation":[{"name":"BNRist, Tsinghua University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0266-7899","authenticated-orcid":false,"given":"Yongqian","family":"Sun","sequence":"additional","affiliation":[{"name":"Nankai University, Tianjin, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-4619-107X","authenticated-orcid":false,"given":"Wentao","family":"Li","sequence":"additional","affiliation":[{"name":"eBay Inc., Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5113-838X","authenticated-orcid":false,"given":"Dan","family":"Pei","sequence":"additional","affiliation":[{"name":"BNRist, Tsinghua University, Beijing, China"}]}],"member":"320","published-online":{"date-parts":[[2024,8,24]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","unstructured":"Pooja Aggarwal Ajay Gupta Prateeti Mohapatra Seema Nagar Atri Mandal Qing Wang and Amit Paradkar. 2021. Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. In Service-Oriented Computing textendash ICSOC 2020 Workshops Hakim Hacid Fatma Outay Hye-young Paik Amira Alloum Marinella Petrocchi Mohamed Reda Bouadjenek Amin Beheshti Xumin Liu and Abderrahmane Maaradji (Eds.). Vol. 12632. Springer International Publishing Cham 137--149. https:\/\/doi.org\/10.1007\/978-3-030-76352-7_17","DOI":"10.1007\/978-3-030-76352-7_17"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6848128"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSA.2017.24"},{"key":"e_1_3_2_2_4_1","volume-title":"Learning functional causal models with generative neural networks. Explainable and interpretable models in computer vision and machine learning","author":"Goudet Olivier","year":"2018","unstructured":"Olivier Goudet, Diviyan Kalainathan, Philippe Caillou, Isabelle Guyon, David Lopez-Paz, and Michele Sebag. 2018. Learning functional causal models with generative neural networks. Explainable and interpretable models in computer vision and machine learning (2018), 39--80."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2023.3241299"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3417066"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2465529.2465753"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10664-021-10063-9"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539041"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521340"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3540250.3549092"},{"key":"e_1_3_2_2_12_1","volume-title":"Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments. In Service-Oriented Computing, Claus Pahl, Maja Vukovic, Jianwei Yin, and Qi Yu (Eds.).","author":"Lin Jinjin","year":"2018","unstructured":"Jinjin Lin, Pengfei Chen, and Zibin Zheng. 2018. Microscope: Pinpoint Performance Issues with Causal Graphs in Micro-service Environments. In Service-Oriented Computing, Claus Pahl, Maja Vukovic, Jianwei Yin, and Qi Yu (Eds.). Vol. 11236. Springer International Publishing, Cham, 3--20."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","unstructured":"Dewei Liu Chuan He Xin Peng Fan Lin Chenxi Zhang Shengfang Gong Ziang Li Jiayu Ou and Zheshun Wu. 2021. MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems. In 2021 IEEE\/ACM 43rd International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP). IEEE Madrid ES 338--347. https:\/\/doi.org\/10.1109\/ICSE-SEIP52600.2021.00043","DOI":"10.1109\/ICSE-SEIP52600.2021.00043"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00014"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid54584.2022.00075"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS49365.2020.9213058"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3501297"},{"key":"e_1_3_2_2_18_1","volume-title":"prediction, and search","author":"Spirtes Peter","unstructured":"Peter Spirtes, Clark N Glymour, and Richard Scheines. 2000. Causation, prediction, and search. MIT press."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3193102"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678708"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/CCGRID.2018.00076"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2018.2843805"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/CloudIntelligence52565.2021.00015"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/NOMS47738.2020.9110353"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3611643.3616249"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2018.2887384"}],"event":{"name":"KDD '24: The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Barcelona Spain","acronym":"KDD '24","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3637528.3671530","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3637528.3671530","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:04:19Z","timestamp":1750291459000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3637528.3671530"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,24]]},"references-count":26,"alternative-id":["10.1145\/3637528.3671530","10.1145\/3637528"],"URL":"https:\/\/doi.org\/10.1145\/3637528.3671530","relation":{},"subject":[],"published":{"date-parts":[[2024,8,24]]},"assertion":[{"value":"2024-08-24","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}