Graph based Incident Extraction and Diagnosis in Large-Scale Online Systems

Author:

He Zilong1,Chen Pengfei1,Luo Yu2,Yan Qiuyu2,Chen Hongyang1,Yu Guangba1,Li Fangyuan2

Affiliation:

1. School of Computer Science and Engineering, Sun Yat-sen University, China

2. Tencent Inc., China

Funder

the National Natural Science Foundation of China

the Natural Science Foundation of Guangdong Province

the Wechat Rhino-Bird Joint Research Program

the Key-Area Research and Development Program of Guangdong Province

the Basic and Applied Basic Research of Guangzhou

Publisher

ACM

Reference63 articles.

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2. 2021. Google Cloud: Data incident response process. https://services.google.com/fh/files/misc/data_incident_response_2018.pdf 2021. Google Cloud: Data incident response process. https://services.google.com/fh/files/misc/data_incident_response_2018.pdf

3. 2022. 3-sigma rule. https://en.wikipedia.org/wiki/68-95-99.7_rule 2022. 3-sigma rule. https://en.wikipedia.org/wiki/68-95-99.7_rule

4. 2022. ChaosBlade. https://github.com/chaosblade-io/chaosblade 2022. ChaosBlade. https://github.com/chaosblade-io/chaosblade

5. 2022. Istio. https://istio.io/ 2022. Istio. https://istio.io/

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1. MicroIRC: Instance-level Root Cause Localization for Microservice Systems;Journal of Systems and Software;2024-10

2. MicroFI: Non-Intrusive and Prioritized Request-Level Fault Injection for Microservice Applications;IEEE Transactions on Dependable and Secure Computing;2024-09

3. BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection;Proceedings of the ACM on Software Engineering;2024-07-12

4. ChangeRCA: Finding Root Causes from Software Changes in Large Online Systems;Proceedings of the ACM on Software Engineering;2024-07-12

5. Xpert: Empowering Incident Management with Query Recommendations via Large Language Models;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

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