Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
Yutong HeXinmeng HuangKun YuanPublished in: CoRR (2023)
Keyphrases
- communication overhead
- communication cost
- computer networks
- optimization algorithm
- spatially distributed
- distributed control
- data compression
- distributed computation
- cooperative
- fully distributed
- exchange information
- compression scheme
- optimization problems
- global optimization
- distributed systems
- distributed network
- distributed environment
- open systems
- communication systems
- optimization process
- image compression
- communication networks
- autonomy oriented computing
- peer to peer
- information dissemination
- compression ratio
- lightweight
- compression rate
- communication technologies
- information exchange
- distributed database systems
- load balance
- optimization method
- network nodes
- optimization methods
- computing environments
- neural network
- compression algorithm