Causal Reasoning in Software Quality Assurance: A Systematic Review

L Giamattei, A Guerriero, R Pietrantuono… - arXiv preprint arXiv …, 2024 - arxiv.org
Context: Software Quality Assurance (SQA) is a fundamental part of software engineering to
ensure stakeholders that software products work as expected after release in operation …

MicroIRC: Instance-level Root Cause Localization for Microservice Systems

Y Zhu, J Wang, B Li, Y Zhao, Z Zhang, Y Xiong… - Journal of Systems and …, 2024 - Elsevier
The use of microservice architecture is gaining popularity in the development of web
applications. However, identifying the root cause of a failure can be challenging due to the …

Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments

Y Zhu, J Wang, B Li, X Tang, H Li, N Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
With the development of cloud-native technologies, microservice-based software systems
face challenges in accurately localizing root causes when failures occur. Additionally, the …

Recruiting Trustworthy Crowdtesters in AIoT: A Cheat-Proof and Budget-Feasible Mechanism

Y Wang, Q Xu, S Guo, Z Su, Y Liu - 2024 IEEE Annual …, 2024 - ieeexplore.ieee.org
Artificial intelligence of things (AIoT) offers unprecedented connectivity and intelligence for
smart city applications. Yet, it also raises significant challenges in security, privacy, and …