Partitioning and Placement of Deep Neural Networks on Distributed Edge Devices to Maximize Inference Throughput.
Arjun ParthasarathyBhaskar KrishnamachariPublished in: ITNAC (2022)
Keyphrases
- neural network
- pattern recognition
- response time
- distributed environment
- cooperative
- distributed systems
- multi agent
- belief nets
- edge information
- computing environments
- computer networks
- similarity search in metric spaces
- back propagation
- edge detection
- self organizing maps
- mobile agents
- neural network model
- edge detector
- fault tolerant
- neural nets
- bayesian inference
- multi layer
- fuzzy logic
- inference process
- load balance
- distributed network
- mobile devices
- reinforcement learning