Identifying Performance Bottleneck in Shared In-Network Aggregation during Distributed Training.
Chang LiuJiaqi ZhengWenfei WuBohan ZhaoWei NieXiaoyu YiGuihai ChenPublished in: ICPADS (2023)
Keyphrases
- distributed network
- computer networks
- peer to peer
- single point of failure
- communication overhead
- radial basis function network
- camera network
- network structure
- recurrent networks
- central server
- communication cost
- communication networks
- heterogeneous networks
- data transfer
- network architecture
- information dissemination
- training set
- distributed environment
- remote sites
- distributed systems
- load balance
- network management
- distributed control
- data aggregation
- computing platform
- wireless sensor networks
- artificial neural networks
- multi agent
- training data
- training process
- network model
- fault tolerant
- fully distributed
- complex networks
- supervised learning
- query routing
- neural network structure