NeutronStar: Distributed GNN Training with Hybrid Dependency Management.
Qiange WangYanfeng ZhangHao WangChaoyi ChenXiaodong ZhangGe YuPublished in: SIGMOD Conference (2022)
Keyphrases
- distributed systems
- configuration management
- management system
- distributed processing
- lightweight
- distributed environment
- multi agent
- cooperative
- data management
- distributed data
- data processing
- information management
- training samples
- dynamically created
- real time
- communication overhead
- decision support
- information technology
- databases
- functional dependencies
- fault tolerant
- project management
- training process
- online learning
- information systems
- distributed network
- data sets