An Active Learning Method for Empirical Modeling in Performance Tuning

Author:

Zhang Jiepeng,Sun Jingwei,Zhou Wenju,Sun Guangzhong

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Automatic Multi-Parameter Performance Modeling of HPC Applications on a New Sunway Supercomputer;IEEE Transactions on Parallel and Distributed Systems;2023-11

2. Performance Tuning for GPU-Embedded Systems: Machine-Learning-Based and Analytical Model-Driven Tuning Methodologies;2023 IEEE 35th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD);2023-10-17

3. Facilitating hardware-aware neural architecture search with learning-based predictive models;Journal of Systems Architecture;2023-04

4. ML-based Performance Portability for Time-Dependent Density Functional Theory in HPC Environments;2022 IEEE/ACM International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS);2022-11

5. TPUPoint: Automatic Characterization of Hardware-Accelerated Machine-Learning Behavior for Cloud Computing;2021 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2021-03

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