On-demand inference acceleration for directed acyclic graph neural networks over edge-cloud collaboration.
Lei YangXiaoyuan ShenChangyi ZhongYuwei LiaoPublished in: J. Parallel Distributed Comput. (2023)
Keyphrases
- directed acyclic graph
- neural network
- cloud computing
- undirected graph
- independence relations
- equivalence class
- random variables
- transitive closure
- equivalence classes
- conditional independence
- directed graph
- observational data
- information sharing
- artificial neural networks
- collaborative learning
- edge detection
- multilayer perceptron
- structural learning
- edge weights
- pattern recognition
- bayesian network structure
- genetic algorithm
- causal models
- back propagation
- edge information
- shortest path problem
- neural network model
- event calculus
- fuzzy logic
- bayesian networks
- probabilistic inference
- data management
- bayesian network structures