Search Results for author: Weizhe Zhang

Found 3 papers, 1 papers with code

Dynamic GPU Energy Optimization for Machine Learning Training Workloads

1 code implementation5 Jan 2022 Farui Wang, Weizhe Zhang, Shichao Lai, Meng Hao, Zheng Wang

This paper presents GPOEO, an online GPU energy optimization framework for machine learning training workloads.

BIG-bench Machine Learning Scheduling

Auction Based Clustered Federated Learning in Mobile Edge Computing System

no code implementations12 Mar 2021 Renhao Lu, Weizhe Zhang, Qiong Li, Xiaoxiong Zhong, Athanasios V. Vasilakos

In recent years, mobile clients' computing ability and storage capacity have greatly improved, efficiently dealing with some applications locally.

Edge-computing Federated Learning

Double-Wing Mixture of Experts for Streaming Recommendations

no code implementations14 Sep 2020 Yan Zhao, Shoujin Wang, Yan Wang, Hongwei Liu, Weizhe Zhang

In VRS-DWMoE, we first devise variational and reservoir-enhanced sampling to wisely complement new data with historical data, and thus address the user preference drift issue while capturing long-term user preferences.

Ensemble Learning Recommendation Systems

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