Hao Wang

14 papers A* 2B 1Misc 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
DSA: Efficient Data-Plane Memory Scheduler for In-Network Aggregation to Accelerate Distributed Training.
IEEE Trans. Netw.
Jinbin Hu, Xinming Xu, Hao Wang, Xiaolin Chen, Jin Wang, Kai Chen
2026 J jnl
Towards Optimal Communication Scheduling With Automatic Configuration for Distributed DNN Training.
IEEE Trans. Netw.
Jinbin Hu, Xinming Xu, Hao Wang, Yiqing Ma, Xiaolin Chen, Yiming Zhang, Jin Wang, Kai Chen
2025 — conf
Design and Operation of Shared Machine Learning Clusters on Campus.
ASPLOS (1)
Kaiqiang Xu, Decang Sun, Hao Wang, Zhenghang Ren, Xinchen Wan, Xudong Liao, Zilong Wang, Junxue Zhang, Kai Chen
2025 A* conf
Enabling In-Network Acceleration Over the Cloud.
INFOCOM
Hao Wang, Decang Sun, Jinbin Hu, Kai Chen
2025 — conf
Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload Shaping.
USENIX ATC
Xudong Liao, Han Tian, Xinchen Wan, Chaoliang Zeng, Hao Wang, Junxue Zhang, Mengyu Ma, Guyue Liu, Kai Chen
2024 Misc conf
Accelerating Neural Recommendation Training with Embedding Scheduling.
NSDI
Chaoliang Zeng, Xudong Liao, Xiaodian Cheng, Han Tian, Xinchen Wan, Hao Wang, Kai Chen
2024 B conf
AutoPipe: Automatic Configuration of Pipeline Parallelism in Shared GPU Cluster.
ICPP
Jinbin Hu, Ying Liu, Hao Wang, Jin Wang
2024 Misc conf
Towards Domain-Specific Network Transport for Distributed DNN Training.
NSDI
Hao Wang, Han Tian, Jingrong Chen, Xinchen Wan, Jiacheng Xia, Gaoxiong Zeng, Wei Bai, Junchen Jiang, Yong Wang, Kai Chen
2022 A* conf
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training.
INFOCOM
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
2022 — conf
Herald: An Embedding Scheduler for Distributed Embedding Model Training.
APNet
Chaoliang Zeng, Xiaodian Cheng, Han Tian, Hao Wang, Kai Chen
2021 J jnl
Automatic Configuration for Optimal Communication Scheduling in DNN Training.
CoRR
Yiqing Ma, Hao Wang, Yiming Zhang, Kai Chen
2021 J jnl
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks.
CoRR
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen
2020 J jnl
Domain-specific Communication Optimization for Distributed DNN Training.
CoRR
Hao Wang, Jingrong Chen, Xinchen Wan, Han Tian, Jiacheng Xia, Gaoxiong Zeng, Weiyan Wang, Kai Chen, Wei Bai, Junchen Jiang
2020 — conf
RAT - Resilient Allreduce Tree for Distributed Machine Learning.
APNet
Xinchen Wan, Hong Zhang, Hao Wang, Shuihai Hu, Junxue Zhang, Kai Chen