From the 1 of 4 linked papers with an AI index.
4 papers
Fault Injection in OpenAPI Specifications for Evaluating Black-Box Testing Effectiveness
Hamza Bin Mazhar, Yuqing Wang, Mika V. Mäntylä
The paper introduces a taxonomy of OpenAPI specification faults, injects them into microservice APIs, and measures how these faults affect the performance of black‑box testing tool…
Towards LLM Accelerated Rapid Reviews for Software Tool Discovery -- Case for Log Anomaly Detection
Jesse Nyyssölä, Hamza Bin Mazhar, Alexander Bakhtin +6
In software engineering research, the primary outcome is frequently a tool. However, for practitioners and academics alike, it is hard to tell which tools are maintained and do the…
LATS-RCA: Language Agent Tree Search for Root Cause Analysis in Microservices
Alexander Naakka, Yuqing Wang, Mika V Mäntylä
Recent advances in large language models (LLMs) have enabled early attempts to automate root cause analysis (RCA) in microservice systems (MSS). However, existing approaches typica…
LO2: Microservice API Anomaly Dataset of Logs and Metrics
Alexander Bakhtin, Jesse Nyyssölä, Yuqing Wang +5
Context. Microservice-based systems have gained significant attention over the past years. A critical factor for understanding and analyzing the behavior of these systems is the co…