Systems and methods for enhancing time series data compression for improved data storage
US11403310B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Feb 28, 2020 |
| Grant date | Aug 2, 2022 |
| Priority date | — |
| Expiry date | Aug 16, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/01
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A device may receive, from a source device, original time series data to be stored in a data structure associated with the device, and may sort the original time series data to generate sorted time series data. The device may identify an index for the original time series data based on the sorted time series data. The device may process the sorted time series data, with a regression model, to generate compressed time series data and parameters associated with the compressed time series data. The device may encode the index to generate an encoded index, and may store the encoded index, the compressed time series data, and the parameters in the data structure.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.