Registered user since Tue 18 Dec 2018
Qingwei Lin is a Sr. Principal Researcher and Research Manager at the DKI (Data, Knowledge, Intelligence) area. He is leading a team of researchers working on data-driven technologies for cloud intelligence, with innovations in machine learning and AI algorithms. In cloud intelligence / AIOps area, Qingwei has over 80 publications in the conferences of ICSE, FSE, ASE, OSDI, NSDI, USENIX ATC, AAAI, IJCAI, SigKDD, etc. The research technologies have been transferred into multiple Microsoft product divisions, such as Microsoft Azure, Office, Windows, Bing, etc., and made substantial improvements. Qingwei hosted Microsoft company-wide “Cloud Service Intelligence Summit” as the Chair for 5 consecutive years. He joined Microsoft Research in 2006.
- TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems
- Diffusion-Based Time Series Data Imputation for Cloud Failure Prediction at Microsoft 365
- Assess and Summarize: Improve Outage Understanding with Large Language Models
- STEAM: Observability-Preserving Trace Sampling