Lossy compression of communication traces using recurrent neural networks

J Sun, T Yan, H Sun, H Lin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In high performance computing (HPC) systems, collecting and replaying communication
traces are fundamental approaches to analyze performance. With increasingly large-scale …

Siesta: Synthesizing Proxy Applications for MPI Programs

J Luo, T Yan, Q Xu, J Sun, G Sun - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Proxy applications (proxy-apps) are basic tools for evaluating the performance of specific
workloads on high-performance computing (HPC) systems. Since the development of high …

Synthesizing Proxy Applications for MPI Programs

T Yan, Q Xu, J Luo, J Sun, G Sun - arXiv preprint arXiv:2301.06062, 2023 - arxiv.org
Proxy applications (proxy-apps) are basic tools for evaluating the performance of specific
workloads on high-performance computing (HPC) systems. Since the development of high …