Deep Configuration Performance Learning: A Systematic Survey and
Taxonomy

Deep Configuration Performance Learning: A Systematic Survey and Taxonomy

5 March 2024

Tao Chen

Papers citing "Deep Configuration Performance Learning: A Systematic Survey and Taxonomy"

15 / 15 papers shown

Title
Faster Configuration Performance Bug Testing with Neural Dual-level Prioritization Youpeng Ma Tao Chen Ke Li 105 0 0 26 Jan 2025
Predicting the Performance of a Computing System with Deep Networks M. Cengiz M. Forshaw Amir Atapour-Abarghouei A. Mcgough 25 9 0 27 Feb 2023
Does Configuration Encoding Matter in Learning Software Performance? An Empirical Study on Encoding Schemes Jing Gong Tao Chen 34 13 0 30 Mar 2022
The Weights can be Harmful: Pareto Search versus Weighted Search in Multi-Objective Search-Based Software Engineering Tao Chen Miqing Li 28 38 0 08 Feb 2022
VUDENC: Vulnerability Detection with Deep Learning on a Natural Codebase for Python Laura Wartschinski Yannic Noller Thomas Vogel Timo Kehrer L. Grunske 19 83 0 20 Jan 2022
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction? Tay-Yu Chen 27 14 0 18 Jan 2022
MMO: Meta Multi-Objectivization for Software Configuration Tuning Pengzhou Chen Tao Chen Miqing Li 40 9 0 14 Dec 2021
Multi-Objectivizing Software Configuration Tuning (for a single performance concern) Tao Chen Miqing Li 32 30 0 31 May 2021
How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance Mingxing Li Tao Chen Xin Yao 26 72 0 20 Feb 2020
Synergizing Domain Expertise with Self-Awareness in Software Systems: A Patternized Architecture Guideline Tao Chen Rami Bahsoon Xin Yao 29 12 0 20 Jan 2020
Towards Quality Assurance of Software Product Lines with Adversarial Configurations Paul Temple M. Acher Gilles Perrouin Battista Biggio J. Jézéquel Fabio Roli AAML 24 11 0 16 Sep 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas Guibas Jitendra Malik Silvio Savarese 74 509 0 18 May 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 52 203 0 13 May 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 66 1,802 0 10 Apr 2019
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 258 7,883 0 13 Jun 2012