Gossip Swap SGD: Lightweight Decentralized Machine Learning for Non-Homogeneous Data Distribution.
Naoya YokotaYuko Hara-AzumiPublished in: SoMeT (2022)
Keyphrases
- lightweight
- data distribution
- machine learning
- data streams
- index structure
- streaming data
- machine learning algorithms
- pattern recognition
- high dimensional data
- data points
- peer to peer
- distributed data
- active learning
- decision boundary
- communication cost
- wireless sensor networks
- dos attacks
- skyline queries
- data skew
- overlay network
- communication infrastructure
- hash functions
- concept drift
- multi dimensional
- face recognition
- decision trees
- rfid tags
- feature selection
- stochastic gradient descent
- data mining
- database