CUBE: A CUDA Approach for Bucket Elimination on GPUs.
Filippo BistaffaNicola BombieriAlessandro FarinelliPublished in: ECAI (2016)
Keyphrases
- bucket elimination
- probabilistic inference
- gpu implementation
- reasoning tasks
- parallel programming
- graphics hardware
- general purpose
- graphics processors
- tree decomposition
- branch and bound
- graphics processing units
- parallel processing
- compute unified device architecture
- graphical models
- data cube
- message passing
- parallel implementation
- conditional probabilities
- temporal reasoning
- shared memory
- parallel algorithm
- description logics
- answer set programming
- probabilistic reasoning
- automated reasoning
- logic programming
- bayesian networks
- search algorithm
- artificial intelligence
- parallel computing
- massively parallel
- belief networks
- parallel computation
- situation calculus
- distributed systems
- object oriented
- probabilistic model
- lower bound