Yanghua Peng
University of Siedlce(PL)
Publications by Year
Research Areas
Advanced Neural Network Applications, Cloud Computing and Resource Management, IoT and Edge/Fog Computing, Parallel Computing and Optimization Techniques, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Optimus(2018)392 cited
- → A generic communication scheduler for distributed DNN training acceleration(2019)315 cited
- → Deep Learning-based Job Placement in Distributed Machine Learning Clusters(2019)140 cited
- → Online Job Scheduling in Distributed Machine Learning Clusters(2018)117 cited
- → DL2: A Deep Learning-Driven Scheduler for Deep Learning Clusters(2021)82 cited
- → Multi-resource interleaving for deep learning training(2022)63 cited
- → Preemptive All-reduce Scheduling for Expediting Distributed DNN Training(2020)61 cited
- deTector: a Topology-aware Monitoring System for Data Center Networks(2017)
- → Elastic parameter server load distribution in deep learning clusters(2020)32 cited
- → SP-GNN: Learning structure and position information from graphs(2023)31 cited