2 citations · 2 across the 10 of their papers we have counts for
5 papers · 1 filter
CloudIR-Bench: A Benchmark for Root Cause Analysis and Mitigation of Cloud Incidents
Hoang Tran, Huong Ha, Tri Dang +2
Root cause analysis (RCA) and mitigation prediction are essential for incident management, enabling the identification of underlying causes of failures and ensuring the reliability…
TORAI: Multi-source Root Cause Analysis for Blind Spots in Microservice Service Call Graph
Luan Pham, Huong Ha, Xiuzhen Zhang +1
Existing multi-source root cause analysis (RCA) methods for microservice systems assume all services have traces to construct a service call graph. However, this assumption is not…
RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
Luan Pham, Hongyu Zhang, Huong Ha +2
Root cause analysis (RCA) for microservice systems has gained significant attention in recent years. However, there is still no standard benchmark that includes large-scale dataset…
Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We?
Luan Pham, Huong Ha, Hongyu Zhang
Microservice architecture has become a popular architecture adopted by many cloud applications. However, identifying the root cause of a failure in microservice systems is still a…
BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection
Luan Pham, Huong Ha, Hongyu Zhang
Detecting failures and identifying their root causes promptly and accurately is crucial for ensuring the availability of microservice systems. A typical failure troubleshooting pip…