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Jun, 2023
用分治学习预测软件性能
Predicting Software Performance with Divide-and-Learn
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Jingzhi Gong, Tao Chen
TL;DR
通过提出DaL算法,将高度可配置软件系统的样本空间划分成不同的分区并在每个区域使用规范化的神经网络来应对功能稀疏性,以提高样本预测的准确度和效率。
Abstract
Predicting the performance of highly
configurable software systems
is the foundation for performance testing and quality assurance. To that end, recent work has been relying on machine/
deep learning
to model soft
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