Olympian: Scheduling GPU Usage in a Deep Neural Network Model Serving System.
Yitao HuSwati RallapalliBongjun KoRamesh GovindanPublished in: Middleware (2018)
Keyphrases
- neural network model
- neural network
- artificial neural networks
- scheduling problem
- heterogeneous computing
- neural models
- using artificial neural networks
- scheduling algorithm
- bp neural network
- input variables
- gpu implementation
- multilayer perceptron
- real time
- graphics hardware
- growing neural gas
- hopfield network
- dynamic characteristics
- network architecture
- resource allocation
- parallel machines
- back propagation neural network
- multi layer perceptron
- parallel processing
- cloud computing
- general purpose
- high dimensional input data
- rbf neural network