Accelerating Distributed Inference of Sparse Deep Neural Networks via Mitigating the Straggler Effect.
Mohammad Hasanzadeh-MofradRami G. MelhemMuhammad Yousuf AhmadMohammad HammoudPublished in: HPEC (2020)
Keyphrases
- neural network
- distributed systems
- pattern recognition
- peer to peer
- genetic algorithm
- distributed environment
- lightweight
- communication cost
- probabilistic inference
- recurrent neural networks
- sparse data
- back propagation
- computer networks
- fuzzy logic
- multilayer perceptron
- inference process
- deep learning
- canonical correlation analysis
- rule extraction
- agent technology
- neural nets
- sparse coding
- neural network model
- feature selection
- cooperative
- unsupervised learning
- high dimensional
- probabilistic model
- graphical models