Shilin He (何世林)


Researcher, Microsoft Research

Contact Info:

Email: shilin.he@microsoft.com
 Github     Google Scholar   

 

Introduction:

I am a researcher in the DKI group at Microsoft Research Asia. I am currently working on Cloud Intelligence/AIOps, which aims to integrate ML/DL techniques into the management and maintenance of cloud systems. I received my Ph.D. degree from the Chinese University of Hong Kong (CUHK) in 2020, under the supervision of Prof. Michael R. Lyu. Before that, I obtained the Bachelor degree from South China University of Technology in 2016.

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 3000+ stars and 800+ forks and the datasets Loghub have been downloaded for more than 55000 times by 370+ organizations. Feel free to contact us if you have any questions.


Intern Hiring

We are hiring self-motivated interns in various roles (i.e., research/backend/frontend), please drop me an email with your resume if you are interested!


News

 

Selected Publications

A Survey on Automated Log Analysis for Reliability Engineering [arXiv] [BibTex]
Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
ACM Computing Survey (CSUR)

Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics [arXiv] [BibTex]
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
Arxiv 2020

Identifying Impactful Service System Problems via Log Analysis [PDF] [BibTex] [Code] 
Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
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] 
Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu
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] 
Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, Michael R. Lyu
In Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE 2019), Montréal, QC, Canada, May 25 - 31, 2019

More Publications ...

 

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
2021 TSE, CSUR, TDSC, TOSEM
2020 TSE, CSUR, EMNLP, ACL, AAAI, IJCAI, FSE, DSN
2019 TKDE, NIPS, ICML, EMNLP, NAACL, FSE, DSN
2018 NIPS, IJCAI, DSN

 

Victoria Harbour, Hong Kong, China