Communication-Optimal Distributed Clustering.
Jiecao ChenHe SunDavid P. WoodruffQin ZhangPublished in: NIPS (2016)
Keyphrases
- communication overhead
- communication cost
- distributed systems
- clustering algorithm
- computer networks
- k means
- distributed computation
- optimal solution
- fully distributed
- open systems
- clustering method
- categorical data
- information theoretic
- data points
- spatially distributed
- cooperative
- fault tolerant
- dynamic programming
- cluster analysis
- distributed environment
- mobile agents
- multi party
- data clustering
- unsupervised learning
- lightweight
- concurrent processes
- distributed control
- sensor networks
- network nodes
- peer to peer
- local area network
- information dissemination
- communication systems
- fuzzy clustering
- hierarchical clustering
- spectral clustering
- data mining