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Meng Hao
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Dynamic GPU energy optimization for machine learning training workloads
F Wang, W Zhang, S Lai, M Hao, Z Wang
IEEE Transactions on Parallel and Distributed Systems 33 (11), 2943-2954, 2021
262021
Fine-Grained Powercap Allocation for Power-Constrained Systems Based on Multi-Objective Machine Learning
M Hao, W Zhang, Y Wang, G Lu, F Wang, AV Vasilakos
IEEE Transactions on Parallel and Distributed Systems 32 (7), 1789-1801, 2021
242021
Online power management for multi-cores: A reinforcement learning based approach
Y Wang, W Zhang, M Hao, Z Wang
IEEE Transactions on Parallel and Distributed Systems 33 (4), 751-764, 2021
202021
Predicting HPC parallel program performance based on LLVM compiler
W Zhang, M Hao, M Snir
Cluster Computing 20, 1179-1192, 2017
182017
Automatic generation of benchmarks for I/O-intensive parallel applications
M Hao, W Zhang, Y Zhang, M Snir, LT Yang
Journal of Parallel and Distributed Computing 124, 1-13, 2019
142019
Automatic translation of data parallel programs for heterogeneous parallelism through OpenMP offloading
F Wang, W Zhang, H Guo, M Hao, G Lu, Z Wang
The Journal of Supercomputing 77 (5), 4957-4987, 2021
62021
Communication optimization for RDMA-based science data transmission tools
W Zhang, M Hao, Z Xu
The Journal of Supercomputing 72, 3312-3327, 2016
42016
Multi-parameter performance modeling based on machine learning with basic block features
M Hao, W Zhang, Y Wang, D Li, W Xia, H Wang, C Lou
2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2019
22019
Research of adaptive virtual machine memory scheduling algorithm in cloud computing environment
W Desheng, Z Weizhe, HAO Meng, LU Gangzhao, BAI Enci
Journal of Frontiers of Computer Science & Technology 11 (1), 70, 2017
22017
Profpred: A compiler-level ir based performance prediction framework for mpi industrial applications
M Hao, W Zhang, LT Yang
2019 IEEE 21st International Conference on High Performance Computing and …, 2019
12019
Transplantation and Optimization of Graph Matching Algorithm Based on Domestic DCU Heterogeneous Platform
M Hao, X Tian, G Lu, Y Liu, W Zhang, H He
Computer Science 51 (4), 67-77, 2024
2024
DRLCap: Runtime GPU Frequency Capping with Deep Reinforcement Learning
Y Wang, M Hao, H He, W Zhang, Q Tang, X Sun, Z Wang
IEEE Transactions on Sustainable Computing, 2024
2024
Model-Free GPU Online Energy Optimization
F Wang, M Hao, W Zhang, Z Wang
IEEE Transactions on Sustainable Computing, 2023
2023
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