Time Series Similarity Search for Streaming Data in Distributed Systems.
Ariane ZiehnMarcela CharfuelanHolmer HemsenVolker MarklPublished in: EDBT/ICDT Workshops (2019)
Keyphrases
- distributed systems
- streaming time series
- similarity search
- streaming data
- data streams
- dynamic time warping
- high dimensional
- load balancing
- metric space
- distance function
- high dimensional data
- distributed environment
- similarity measure
- mobile agents
- sliding window
- query processing
- similarity searching
- concept drift
- cross view
- knn
- similarity queries
- computer vision
- machine learning
- data distribution
- image data
- data sets
- approximate similarity search