3 papers
cs.SE2025
Beyond the Classroom: Bridging the Gap Between Academia and Industry with a Hands-on Learning Approach
Mingyang Xu, Ryan Zheng He Liu, Mark Stoodley +1
Modern software systems require various capabilities to meet architectural and operational demands, such as the ability to scale automatically and recover from sudden failures. Sel…
cs.SE2024
FlaKat: A Machine Learning-Based Categorization Framework for Flaky Tests
Shizhe Lin, Ryan Zheng He Liu, Ladan Tahvildari
Flaky tests can pass or fail non-deterministically, without alterations to a software system. Such tests are frequently encountered by developers and hinder the credibility of test…
cs.SE2023
Using POMDP-based Approach to Address Uncertainty-Aware Adaptation for Self-Protecting Software
Ryan Liu, Ladan Tahvildari
The threats posed by evolving cyberattacks have led to increased research related to software systems that can self-protect. One topic in this domain is Moving Target Defense (MTD)…