CL-SGD: Efficient Communication by Clustering and Local-SGD for Distributed Machine Learning.
Haosen ChenWaixi LiuMiaoquan TanJunming LuoPublished in: ICC (2023)
Keyphrases
- machine learning
- communication overhead
- clustering algorithm
- communication cost
- stochastic gradient descent
- lightweight
- cooperative
- fully distributed
- peer to peer
- distributed systems
- k means
- multi agent
- decision trees
- information extraction
- distributed network
- clustering method
- reinforcement learning
- hierarchical clustering
- learning algorithm
- spatially distributed
- distributed control
- multi party
- distributed environment
- learning problems
- outlier detection
- unsupervised learning
- collaborative filtering
- knowledge discovery
- feature selection