Tacho: Memory-Scalable Task Parallel Sparse Cholesky Factorization.
Kyungjoo KimH. Carter EdwardsSivasankaran RajamanickamPublished in: IPDPS Workshops (2018)
Keyphrases
- sparse matrix
- parallel hardware
- matrix factorization
- tensor factorization
- parallel processing
- memory footprint
- computing power
- level parallelism
- multi processor
- low memory
- memory usage
- limited memory
- pairwise
- distributed shared memory
- processing elements
- parallel implementation
- sparse representation
- distributed memory
- memory space
- sparse data
- parallel computing
- shared memory
- low rank
- sparse coding
- memory requirements
- compute intensive
- singular value decomposition