NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments.
Xin AiQiange WangChunyu CaoYanfeng ZhangChaoyi ChenHao YuanYu GuGe YuPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- heterogeneous environments
- graphics processors
- gpu implementation
- graphics processing units
- heterogeneous computing
- training set
- training examples
- general purpose
- sample size
- database
- web services
- active learning
- supervised learning
- training process
- gpu accelerated
- highly distributed
- multithreading
- graphics hardware
- computing platform
- neural network
- real time