Distributed Parallel Support Vector Machines in Strongly Connected Networks.
Yumao LuVwani P. RoychowdhuryLieven VandenberghePublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- strongly connected
- support vector
- learning machines
- computer networks
- distributed processing
- commodity hardware
- large margin classifiers
- distributed environment
- heterogeneous networks
- peer to peer
- distributed systems
- parallel processing
- optimum path forest
- peer to peer networks
- kernel function
- directed graph
- network structure
- wide area network
- support vector machine
- network nodes
- identical machines
- parallel execution
- shared memory
- parallel machines
- parallel computing
- classification accuracy
- data structure
- feature selection
- interconnection networks
- generalization ability
- map reduce
- support vectors
- master slave
- directed acyclic graph
- hyperplane
- mobile agents
- random walk