Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis

7 September 2017

Papers citing "Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis"

9 / 9 papers shown

Title
CURE: Simulation-Augmented Auto-Tuning in Robotics Md. Abir Hossen Sonam Kharade Jason M. O'Kane B. Schmerl David Garlan Pooyan Jamshidi 95 1 0 08 Feb 2024
Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning Jingzhi Gong Tao Chen 65 10 0 05 Feb 2024
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots Md. Abir Hossen Sonam Kharade B. Schmerl Javier Cámara Jason M. O'Kane E. Czaplinski K. Dzurilla David Garlan Pooyan Jamshidi 85 10 0 18 Jan 2023
Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks Huong Ha Zongwen Fan Hongyu Zhang BDL 37 0 0 27 Dec 2022
Planning Landscape Analysis for Self-Adaptive Systems Tao Chen 57 9 0 23 Mar 2022
Unicorn: Reasoning about Configurable System Performance through the lens of Causality Md Shahriar Iqbal R. Krishna Mohammad Ali Javidian Baishakhi Ray Pooyan Jamshidi LRM 75 31 0 20 Jan 2022
Lifelong Dynamic Optimization for Self-Adaptive Systems: Fact or Fiction? Tay-Yu Chen 63 16 0 18 Jan 2022
An Exploratory Study of Log Placement Recommendation in an Enterprise System Jeanderson Cândido Jan Haesen M. Aniche Arie van Deursen 44 15 0 02 Mar 2021
Transfer Learning for Performance Modeling of Deep Neural Network Systems Md Shahriar Iqbal Lars Kotthoff Pooyan Jamshidi 20 15 0 04 Apr 2019