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Lizhi Liao
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An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks
L Liao, H Li, W Shang, L Ma
ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (3), 1-40, 2022
502022
Using black-box performance models to detect performance regressions under varying workloads: an empirical study
L Liao, J Chen, H Li, Y Zeng, W Shang, J Guo, C Sporea, A Toma, ...
Empirical Software Engineering 25, 4130-4160, 2020
202020
A case study on the stability of performance tests for serverless applications
S Eismann, DE Costa, L Liao, CP Bezemer, W Shang, A van Hoorn, ...
Journal of Systems and Software 189, 111294, 2022
142022
Locating performance regression root causes in the field operations of web-based systems: An experience report
L Liao, J Chen, H Li, Y Zeng, W Shang, C Sporea, A Toma, S Sajedi
IEEE Transactions on Software Engineering 48 (12), 4986-5006, 2021
102021
Adapting Performance Analytic Techniques in a Real-World Database-Centric System: An Industrial Experience Report
L Liao, H Li, W Shang, C Sporea, A Toma, S Sajedi
Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023
2023
Addressing Performance Regressions in DevOps: Can We Escape from System Performance Testing?
L Liao
2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023
2023
Exploring the Feasibility of Load Testing Serverless Applications
S Eismann, D Costa, L Liao, CP Bezemer, W Shang, A van Hoorn, ...
2020
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Articles 1–7