Assess and Summarize: Improve Outage Understanding with Large Language Models

Author:

Jin Pengxiang1,Zhang Shenglin1,Ma Minghua2,Li Haozhe3,Kang Yu4,Li Liqun2,Liu Yudong2,Qiao Bo2,Zhang Chaoyun2,Zhao Pu2,He Shilin2,Sarro Federica5,Dang Yingnong6,Rajmohan Saravan7,Lin Qingwei2,Zhang Dongmei2

Affiliation:

1. Nankai University, Tianjin, China

2. Microsoft, Beijing, China

3. Peking University, Beijing, China

4. Microsoft, Shanghai, China

5. University College London, London, UK

6. Microsoft, Redmond, China

7. Microsoft 365, Redmond, China

Funder

Advanced Research Project of China

National Natural Science Foundation of China

Natural Science Foundation of Tianjin

Publisher

ACM

Reference41 articles.

1. Multilingual training for software engineering

2. Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models

3. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , and Amanda Askell . 2020. Language models are few-shot learners. Advances in neural information processing systems, 33 ( 2020 ), 1877–1901. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, and Amanda Askell. 2020. Language models are few-shot learners. Advances in neural information processing systems, 33 (2020), 1877–1901.

4. An Empirical Investigation of Incident Triage for Online Service Systems

5. Continuous Incident Triage for Large-Scale Online Service Systems

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