HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers.
Guoqing WuLiqiang CaoHongyun TianWei WangPublished in: J. Parallel Distributed Comput. (2022)
Keyphrases
- distributed memory
- clustering algorithm
- density based clustering
- shared memory
- density based clustering algorithm
- ibm sp
- multi processor
- k means
- spatial clustering
- clustering method
- multiprocessor systems
- parallel implementation
- data clustering
- fine grain
- single processor
- data parallelism
- scientific computing
- parallel architecture
- parallel computers
- parallel algorithm
- parallel machines
- parallel processing
- parallel programming
- cluster analysis
- arbitrary shape
- parallel computing
- spectral clustering
- dense regions
- message passing
- categorical data
- data partitioning
- multithreading
- parallel architectures
- subspace clustering
- multistage
- computer systems
- markov random field
- probabilistic model
- dynamic programming
- np hard
- computer architecture