SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series

Chen Luo, Anshumali Shrivastava

Similarity search on time series is a frequent operation in large-scale data-driven applications. Sophisticated similarity measures are standard for time series matching, as they a…