Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins.
Yan ZhuZachary ZimmermanNader Shakibay SenobariChin-Chia Michael YehGareth J. FunningAbdullah MueenPhilip BriskEamonn J. KeoghPublished in: ICDM (2016)
Keyphrases
- learning algorithm
- detection algorithm
- preprocessing
- cost function
- objective function
- matching algorithm
- similarity measure
- simulated annealing
- worst case
- search space
- computational complexity
- query processing
- optimization algorithm
- non stationary
- query optimization
- optimal solution
- parallel implementation
- gpu implementation