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 | 64 | 2022 |
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 | 24 | 2020 |
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 | 23 | 2022 |
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 | 12 | 2021 |
Reducing the Length of Field-replay Based Load Testing Y Xia, L Liao, J Chen, H Li, W Shang IEEE Transactions on Software Engineering, 2024 | | 2024 |
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 |