Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients.
Lingjiao ChenLeshang ChenHongyi WangSusan B. DavidsonEdgar DobribanPublished in: CoRR (2021)
Keyphrases
- fault tolerant
- communication overhead
- communication cost
- distributed systems
- cooperative
- fully distributed
- training set
- distributed computation
- open systems
- cost effective
- lightweight
- computer networks
- distributed environment
- training process
- distributed computing
- distributed network
- distributed control
- computationally expensive
- communication systems
- training samples