The Use of MPI and OpenMP Technologies for Subsequence Similarity Search in Very Large Time Series on Computer Cluster System with Nodes Based on the Intel Xeon Phi Knights Landing Many-core Processor.
Yana KraevaMikhail L. ZymblerPublished in: CoRR (2018)
Keyphrases
- similarity search
- dynamic time warping
- high performance computing
- intel xeon
- shared memory
- streaming time series
- metric space
- high dimensional
- distance function
- similarity measure
- parallel programming
- parallel computing
- query processing
- high dimensional data
- efficient similarity search
- indexing structure
- massively parallel
- knn
- cross view
- similarity queries
- pattern matching
- parallel algorithm
- subsequence matching
- grid computing
- computing resources
- message passing
- similarity searching
- hash functions
- dimensionality reduction
- indexing techniques
- approximate similarity search
- data points
- machine learning
- computing systems
- edit distance
- computing environments
- euclidean distance