Towards Domain-Specific Network Transport for Distributed DNN Training.
Hao WangHan TianJingrong ChenXinchen WanJiacheng XiaGaoxiong ZengWei BaiJunchen JiangYong WangKai ChenPublished in: NSDI (2024)
Keyphrases
- domain specific
- peer to peer
- distributed network
- training process
- computer networks
- communication overhead
- transport network
- communication cost
- data transfer
- recurrent networks
- network model
- peer to peer networks
- distributed environment
- cooperative
- multi agent
- communication networks
- training samples
- training phase
- network nodes
- distributed systems
- radial basis function network
- domain independent
- remote sites
- central server
- general purpose
- lightweight
- network structure
- camera network
- local area network
- cloud computing
- network architecture
- social networks
- domain experts
- neural network structure