33
Publications
1.3K
Citations
20
H-Index
2016
Active since
Minghua Ma is an author at Microsoft Research Asia (China) specializing in engineering, computer science, and data science.
Top concepts
EngineeringData ScienceComputer ScienceData MiningKnowledge DiscoveryAnomaly DetectionSystems EngineeringManagementMachine LearningOutlier Detection
Publications per year
2016–2025
33
33
UniParser: A Unified Log Parser for Heterogeneous Log Data
Yudong Liu, Xu Zhang, Shilin He et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 101 citations · Full text
Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
Yinfang Chen, Huaibing Xie, Minghua Ma et al. · 2024 · 95 citations
Software Maintenance, Root Cause Analysis, Abuse Detection +26
Characterizing and Improving WiFi Latency in Large-Scale Operational Networks
Kaixin Sui, Mengyu Zhou, Dapeng Liu et al. · 2016 · 87 citations
Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection
Minghua Ma, Shenglin Zhang, Dan Pei et al. · 2018 · 86 citations
Software Maintenance, Anomaly Detection, Machine Learning +21
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