{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T14:20:44Z","timestamp":1762957244954,"version":"3.37.3"},"reference-count":45,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T00:00:00Z","timestamp":1687132800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T00:00:00Z","timestamp":1687132800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key RD Program of China","doi-asserted-by":"publisher","award":["2022YFB3103000"],"award-info":[{"award-number":["2022YFB3103000"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20A20180,62072437"],"award-info":[{"award-number":["U20A20180,62072437"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,19]]},"DOI":"10.1109\/iwqos57198.2023.10188773","type":"proceedings-article","created":{"date-parts":[[2023,7,27]],"date-time":"2023-07-27T17:21:00Z","timestamp":1690478460000},"page":"1-10","source":"Crossref","is-referenced-by-count":12,"title":["Triple:The Interpretable Deep Learning Anomaly Detection Framework based on Trace-Metric-Log of Microservice"],"prefix":"10.1109","author":[{"given":"Rui","family":"Ren","sequence":"first","affiliation":[{"name":"Institute of Computing Technology, CAS"}]},{"given":"Yang","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, CAS"}]},{"given":"Fengrui","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, CAS"}]},{"given":"Zhenyu","family":"Li","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology, CAS"}]},{"given":"Gaogang","family":"Xie","sequence":"additional","affiliation":[{"name":"CAS,Computer Network Information Center"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2019.00042"},{"key":"ref35","article-title":"Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting","author":"yu","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP.2019.00020"},{"key":"ref34","article-title":"Gnnexplainer: Generating explanations for graph neural networks","volume":"32","author":"ying","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134015"},{"journal-title":"Deeptralog Trace-log combined microservice anomaly detection through graph-based deep learning","year":"2022","author":"zhang","key":"ref37"},{"key":"ref14","first-page":"304","article-title":"Identifying linked incidents in large-scale online service systems","author":"yujun chen","year":"0","journal-title":"Proceedings of the 28th ACM Joint Meeting on the Foundations of Software Engineering(FSE)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3204236"},{"key":"ref31","article-title":"Interpreting graph neural networks for nlp with differentiable edge masking","author":"schlichtkrull","year":"2020","journal-title":"ArXiv Preprint"},{"key":"ref30","first-page":"4393","article-title":"Deep one-class classification","author":"ruff","year":"2018","journal-title":"International Conference on Machine Learning"},{"journal-title":"Site Reliability Engineering How Google Runs Production Systems","year":"2016","author":"beyer","key":"ref11"},{"key":"ref33","article-title":"Graph attention networks","author":"veli?kovi?","year":"2017","journal-title":"ArXiv Preprint"},{"key":"ref10","article-title":"Explainability techniques for graph convolutional networks","author":"baldassarre","year":"2019","journal-title":"ArXiv Preprint"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"journal-title":"Elasticsearch","year":"2022","key":"ref2"},{"journal-title":"Hipster-shop","year":"2019","key":"ref1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301922"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409672"},{"key":"ref16","first-page":"19","article-title":"Seer: Leveraging big data to navigate the complexity of performance debugging in cloud microservices","author":"gan","year":"0","journal-title":"Proceedings of the fourth international conference on Architectural support for programming languages and operating systems - AS"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3238187"},{"key":"ref19","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"ArXiv Preprint"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.13"},{"key":"ref24","first-page":"19620","article-title":"Parameterized explainer for graph neural network","volume":"33","author":"luo","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE5003.2020.00014"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3338906.3338961"},{"key":"ref26","first-page":"435","article-title":"Rex: Preventing bugs and misconfiguration in large services using correlated change analysis","author":"mehta","year":"0","journal-title":"17th USENIX Symposium on Networked Systems Design and Implementation (NSDI20)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2079296.2079309"},{"key":"ref20","article-title":"Gated graph sequence neural networks","author":"li","year":"2015","journal-title":"ArXiv Preprint"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155219"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3468264.3468543"},{"key":"ref22","first-page":"1","article-title":"Robust and unsupervised kpi anomaly detection based on conditional variational autoencoder","author":"li","year":"2018","journal-title":"2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2018.2887384"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521340"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2019.2919327"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01103"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939712"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-3020"},{"journal-title":"skywalking apache org Apache SkyWalking","year":"2022","key":"ref8"},{"journal-title":"Prometheus","year":"2022","key":"ref7"},{"journal-title":"Triple's source code","year":"2022","key":"ref9"},{"journal-title":"International AIOps Challenge","year":"2022","key":"ref4"},{"journal-title":"High-quality ubiquitous and portable telemetry to enable effective observability","year":"2022","key":"ref3"},{"journal-title":"Kubernetes-Production-Grade Container Orchestration","year":"2022","key":"ref6"},{"journal-title":"Jaeger Open Source End-to-End Distributed Tracing","year":"2022","key":"ref5"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409672"}],"event":{"name":"2023 IEEE\/ACM 31st International Symposium on Quality of Service (IWQoS)","start":{"date-parts":[[2023,6,19]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2023,6,21]]}},"container-title":["2023 IEEE\/ACM 31st International Symposium on Quality of Service (IWQoS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10188660\/10188690\/10188773.pdf?arnumber=10188773","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,14]],"date-time":"2023-08-14T17:39:12Z","timestamp":1692034752000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10188773\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,19]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/iwqos57198.2023.10188773","relation":{},"subject":[],"published":{"date-parts":[[2023,6,19]]}}}