Configuration validation with large language models

X Lian, Y Chen, R Cheng, J Huang, P Thakkar… - arXiv preprint arXiv …, 2023 - arxiv.org
Misconfigurations are the major causes of software failures. Existing configuration validation
techniques rely on manually written rules or test cases, which are expensive to implement …

Acto: Automatic end-to-end testing for operation correctness of cloud system management

JT Gu, X Sun, W Zhang, Y Jiang, C Wang… - Proceedings of the 29th …, 2023 - dl.acm.org
Cloud systems are increasingly being managed by operation programs termed operators,
which automate tedious, human-based operations. Operators of modern management …

Virtual device farms for mobile app testing at scale: A pursuit for fidelity, efficiency, and accessibility

H Lin, J Qiu, H Wang, Z Li, L Gong, D Gao… - Proceedings of the 29th …, 2023 - dl.acm.org
Virtual devices based on device emulation have been widely used in lab research of mobile
app testing for their efficiency and low cost. However, it remains controversial to use virtual …

Optimization of Automated and Manual Software Tests in Industrial Practice: A Survey and Historical Analysis

R Haas, R Nömmer, E Juergens… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Context: Both automated and manual software testing are widely applied in practice. While
being essential for project success and software quality, they are very resource-intensive …

[PDF][PDF] EXPLORING LARGE LANGUAGE MODELS AS CONFIGURATION VALIDATORS: TECHNIQUES, CHALLENGES, AND OPPORTUNITIES

X LIAN - 2024 - tianyin.github.io
Misconfigurations are major causes of software failures. Existing practices rely on
developerwritten rules or test cases to validate configurations, which are expensive to …

Ctest4J: A Practical Configuration Testing Framework for Java

S Wang, X Lian, Q Li, D Marinov, T Xu - Companion Proceedings of the …, 2024 - dl.acm.org
We present Ctest4J, a practical configuration testing framework for Java projects.
Configuration testing is a recently proposed approach for finding both misconfigurations and …

[PDF][PDF] Virtual Device Farms for Mobile App Testing at Scale

H Lin, J Qiu, H Wang, Z Li, L Gong, D Gao, Y Liu… - 2023 - thucloud.com
Virtual devices based on device emulation have been widely used in lab research of mobile
app testing for their efficiency and low cost. However, it remains controversial to use virtual …