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 | 24 | 2021 |
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 | 24 | 2021 |
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 | 18 | 2021 |
Predicting HPC parallel program performance based on LLVM compiler W Zhang, M Hao, M Snir Cluster Computing 20, 1179-1192, 2017 | 18 | 2017 |
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 | 13 | 2019 |
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 | 6 | 2021 |
Communication optimization for RDMA-based science data transmission tools W Zhang, M Hao, Z Xu The Journal of Supercomputing 72, 3312-3327, 2016 | 4 | 2016 |
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 | 2 | 2019 |
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 | 2 | 2017 |
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 | 1 | 2019 |
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 |