Parallel Exact Inference on a CPU-GPGPU Heterogenous System


Exact inference is a key problem in exploring probabilistic graphical models. The computational complexity of inference increases dramatically with the parameters of the graphical model. To achieve scalability over hundreds of threads remains a fundamental challenge. In this paper, we use a lightweight scheduler hosted by the CPU to allocate cliques in… (More)
DOI: 10.1109/ICPP.2010.15


13 Figures and Tables

Cite this paper

@article{Jeon2010ParallelEI, title={Parallel Exact Inference on a CPU-GPGPU Heterogenous System}, author={Hyeran Jeon and Yinglong Xia and Viktor K. Prasanna}, journal={2010 39th International Conference on Parallel Processing}, year={2010}, pages={61-70} }