SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization.
Navjot SinghDeepesh DataJemin GeorgeSuhas N. DiggaviPublished in: CDC (2020)
Keyphrases
- stochastic gradient descent
- optimization algorithm
- global optimization
- stochastic gradient
- multi agent
- event detection
- distributed systems
- peer to peer
- optimization process
- cooperative
- data structure
- optimization method
- optimization problems
- communication cost
- open systems
- information sharing
- least squares
- communication networks
- temporal patterns
- communication technologies