EdgePipe: Tailoring Pipeline Parallelism With Deep Neural Networks for Volatile Wireless Edge Devices.
JinYi YoonYeongsin ByeonJeewoon KimHyungJune LeePublished in: IEEE Internet Things J. (2022)
Keyphrases
- neural network
- mobile devices
- wireless technologies
- wireless networks
- portable devices
- wireless communication
- medical devices
- hand held devices
- wired networks
- remote control
- pattern recognition
- communication technologies
- edge detection
- artificial neural networks
- smart phones
- wireless internet
- wifi
- parallel processing
- mobile terminals
- neural network model
- wireless devices
- mobile applications
- battery powered
- wireless sensor
- health monitoring
- parallel computation
- edge information
- computational power
- context aware
- neural nets
- edge detector
- feed forward
- mobile networks
- image processing
- low cost
- mobile phone
- back propagation
- mobile communication
- mobile users
- multi hop
- network architecture
- shared memory
- multilayer perceptron
- parallel architecture
- embedded systems
- global exponential stability
- personal digital assistants
- mobile learning
- self organizing maps
- mobile ad hoc networks