Plato: Approximate Analytics over Compressed Time Series with Tight Deterministic Error Guarantees.
Etienne BoursierJaqueline J. BritoChunbin LinYannis PapakonstantinouPublished in: CoRR (2018)
Keyphrases
- lower bound
- error rate
- data structure
- data mining
- upper bound
- big data
- quality guarantees
- learning analytics
- worst case
- business intelligence
- non stationary
- dynamic time warping
- data management
- case study
- black box
- social media
- error analysis
- exact solution
- compressed domain
- wavelet synopses
- estimation error
- generalization error
- knowledge discovery
- relative error
- financial time series
- finite state automaton
- least squares