2 papers
cs.SE2025
Can We Recycle Our Old Models? An Empirical Evaluation of Model Selection Mechanisms for AIOps Solutions
Yingzhe Lyu, Hao Li, Heng Li +1
AIOps (Artificial Intelligence for IT Operations) solutions leverage the tremendous amount of data produced during the operation of large-scale systems and machine learning models…
cs.SE2024
Early Detection of Performance Regressions by Bridging Local Performance Data and Architectural Models
Lizhi Liao, Simon Eismann, Heng Li +4
During software development, developers often make numerous modifications to the software to address existing issues or implement new features. However, certain changes may inadver…