An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems.
Ahmed M. AbdelmoniemAhmed ElzanatyMohamed-Slim AlouiniMarco CaniniPublished in: MLSys (2021)
Keyphrases
- distributed systems
- learning systems
- computing environments
- autonomous mobile
- management system
- active learning
- data intensive
- expert systems
- training set
- cooperative
- multi agent
- computer systems
- statistical analysis
- building blocks
- test set
- complex systems
- open systems
- computing systems
- distributed computation
- data compression
- compression ratio
- knowledge based systems
- computer networks
- lightweight
- neural network
- intelligent systems
- peer to peer
- optical flow
- multi agent systems
- web services
- machine learning