Zhongzhe Hu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Training Process

Neural Network Training

Memory Management

Top Venues

ISPA/BDCloud/SocialCom/SustainCom

Concurr. Comput. Pract. Exp.

Publications

Shaohuai Shi, Xinglin Pan, Qiang Wang, Chengjian Liu, Xiaozhe Ren, Zhongzhe Hu, Yu Yang, Bo Li, Xiaowen Chu
ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling. EuroSys (2024)
Zhongzhe Hu, Junmin Xiao, Zheye Deng, Mingyi Li, Kewei Zhang, Xiaoyang Zhang, Ke Meng, Ninghui Sun, Guangming Tan
MegTaiChi: dynamic tensor-based memory management optimization for DNN training. ICS (2022)
Zhongzhe Hu, Junmin Xiao, Ninghui Sun, Guangming Tan
Fast and accurate variable batch size convolution neural network training on large scale distributed systems. Concurr. Comput. Pract. Exp. 34 (21) (2022)
Zhongzhe Hu, Junmin Xiao, Zhongbo Tian, Xiaoyang Zhang, Hongrui Zhu, Chengji Yao, Ninghui Sun, Guangming Tan
A Variable Batch Size Strategy for Large Scale Distributed DNN Training. ISPA/BDCloud/SocialCom/SustainCom (2019)
Xiaoyang Zhang, Junmin Xiao, Xiaobin Zhang, Zhongzhe Hu, Hongrui Zhu, Zhongbo Tian, Guangming Tan
Tensor Layout Optimization of Convolution for Inference on Digital Signal Processor. ISPA/BDCloud/SocialCom/SustainCom (2019)