Accelerating LiNGAM Causal Discovery with Massive Parallel Execution on Supercomputer Fugaku.
Kazuhito MatsudaKouji KuriharaKentaro KawakamiMasafumi YamazakiFuyuka YamadaTsuguchika TabaruKen YokoyamaPublished in: IEICE Trans. Inf. Syst. (2022)
Keyphrases
- parallel execution
- causal discovery
- linear non gaussian
- massively parallel
- causal models
- causal relationships
- discovery process
- parallel computing
- causal ordering
- bayesian networks
- causal structure
- data partitioning
- parallel processing
- cost model
- directed acyclic graph
- conditional independence
- parallel programming
- floating point
- data analysis
- query execution
- shared memory
- observational data
- database
- probability distribution
- data model
- query processing
- high dimensional
- structural equation models
- data mining