RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning.
Haoze HeParijat DubePublished in: CoRR (2022)
Keyphrases
- heterogeneous environments
- resource constrained
- stochastic gradient descent
- highly distributed
- resource constraints
- sensor networks
- wireless sensor networks
- resource limitations
- web services
- multipath
- embedded systems
- leader follower
- greedy algorithm
- distributed environment
- distributed systems
- quality of service
- data collection
- evolutionary algorithm