Time Series Join on Most Correlated Subsequences Using MapReduce.
Lili ChenChuitian RongJinghua FengPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- dynamic time warping
- real valued time series
- non stationary
- longest common subsequence
- query optimization
- map reduce
- subsequence matching
- multivariate time series
- join algorithms
- chronic hepatitis
- similarity search
- neural network
- high performance data mining
- sort merge
- autoregressive
- parallel processing
- distance measure
- database
- variable length
- data partitioning
- temporal patterns
- spatial join
- sequence matching
- multi dimensional
- query processing
- social networks