Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding.
Krishna Giri NarraZhifeng LinGanesh AnanthanarayananSalman AvestimehrMurali AnnavaramPublished in: CoRR (2019)
Keyphrases
- neural network
- inference process
- artificial neural networks
- bayesian networks
- multi agent
- pattern recognition
- hidden markov models
- inference engine
- fault diagnosis
- peer to peer
- cooperative
- database systems
- learning algorithm
- computational complexity
- real time
- probability distribution
- conditional random fields
- coding scheme
- probabilistic reasoning
- distributed data
- genetic algorithm
- grammatical inference
- inference mechanism