conf.researchr.org / Minghua Ma
Registered user since Mon 8 Aug 2022
Name:Minghua Ma
Country:United States
Affiliation:Microsoft Research
Personal website: https://www.microsoft.com/en-us/research/people/minghuama/
Research interests:AIOps
Contributions
2025
ESEC/FSE
2024
ASE
- Author of ART: A Unified Unsupervised Framework for Incident Management in Microservice Systems within the Research Papers-track
- Author of End-to-End AutoML for Unsupervised Log Anomaly Detection within the Research Papers-track
- Author of Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization within the Research Papers-track
ESEC/FSE
- Author of Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 within the Industry Papers-track
- Committee Member in Program Committee within the Industry Papers-track
- Author of MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models within the Industry Papers-track
2023
ESEC/FSE
- Author of [Remote] Detection Is Better Than Cure: A Cloud Incidents Perspective within the Industry Papers-track
- Author of TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems within the Industry Papers-track
- Author of [Remote] Assess and Summarize: Improve Outage Understanding with Large Language Models within the Industry Papers-track
ICSE
- Author of TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems within the SEIP - Software Engineering in Practice-track
- Author of Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems within the SEIP - Software Engineering in Practice-track
- Author of CONAN: Diagnosing Batch Failures for Cloud Systems within the SEIP - Software Engineering in Practice-track