Shilin He （何世林）
Researcher, Microsoft Research
Ph.D., The Chinese University of Hong Kong
Contact Info:
Email: shilin.he@microsoft.com
Github
Google Scholar
Introduction:
I am a researcher at Microsoft Research Asia. I received my Ph.D. degree from the Chinese University of Hong Kong (CUHK) in 2020, under the supervision of Prof. Michael R. Lyu. My research concerns the interpretability-driven intelligent software reliability engineering, including AIOps, log analysis and model interpretability.
I am the maintainer of LogPAI project, which provides an end-to-end solution to intelligently manage and analyze logs for modern software systems using machine learning techniques. So far, the project has received 2800+ stars and 800+ forks and the datasets Loghub have been downloaded for more than 40000 times by 370+ organizations. Feel free to contact us if you have any questions.
News
Apr-2021: Our survey paper on Log Analysis is accepted by ACM Computing Survey (CSUR).- Mar-2021: We are hiring FTEs and interns (research/backend/frontend), please drop me an email with your resume if you are interested!
- Oct-2020: I will join Microsoft Research Asia as a researcher. Collaborations will be welcomed~~
- Sep-2020: I have passed the Ph.D. oral defense. Great thanks to my supervisor and all thesis committee members!
Selected Publications
A Survey on Automated Log Analysis for Reliability Engineering
[arXiv] [BibTex]
ACM Computing Survey (CSUR)
Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics
[arXiv] [BibTex]
Arxiv 2020
Identifying Impactful Service System Problems via Log Analysis
[PDF] [BibTex] [Code]
In Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering(ESEC/FSE 2018), Lake Buena Vista, FL, USA, Nov 4 - 9, 2018
Experience Report: System Log Analysis for Anomaly Detection
[PDF]
[BibTex] [Code]
In Proceedings of 2016 IEEE 27th International Symposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, Oct 23-27, 2016
Selected as Most Influential Papers [Link]
Tools and Benchmarks for Automated Log Parsing
[arXiv] [BibTex] [Code]
In Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE 2019), Montréal, QC, Canada, May 25 - 31, 2019
Work Experience
| May 2017 - Sept 2017 | Microsoft Research Asia, Software Analytics Group Research Intern, Mentor: Qingwei Lin |
| Nov 2018 - Jun 2020 | Tencent AI Lab, NLP Group Research Intern, Mentor: Zhaopeng Tu and Xing Wang |
Teaching Experience
| Fall 2016 | ELEG4201 - CMOS Integrated Circuits |
| Spring 2017 | CSCI3100 - Software Engineering |
| Fall 2017 | ENGG2020 - Digital Logic and Systems |
| Spring 2018 | CSCI3100 - Software Engineering |
| Fall 2018 | ENGG1110 - Problem Solving by Programming |
| Spring 2019 | CSCI3100 - Software Engineering |
| Fall 2019 | ENGG1110 - Problem Solving by Programming |
Services
Reviewer or Sub-Reviewer
| 2020 | TSE, CSUR, EMNLP, ACL, AAAI, IJCAI, FSE, DSN |
| 2019 | TKDE, NIPS, ICML, EMNLP, NAACL, FSE, DSN |
| 2018 | NIPS, IJCAI, DSN |
| 2017 | ISSRE, ICDCS |
