Time series data processing method, device and electronic device
By aggregating and encoding the original timing data of user behavior, encoding timing data is generated, and the problems of high resource occupancy of timing data storage and low query efficiency are solved, and the data volume is reduced and processing efficiency is improved.
Patent Information
- Application Number
- CN202111330833.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-11-11
- Publication Date
- 2025-03-25
- Estimated Expiration
- 2041-11-11
AI Technical Summary
In the prior art, the storage resource occupancy rate of time-series data and the data query efficiency are too low, which are mainly due to the database storage and query efficiency problems caused by the large amount of time-series data.
By aggregating and encoding the original timing data of user behavior, encoded timing data is generated, reducing the amount of data and improving storage and query efficiency. The specific steps include: aggregating the time series data according to the time of behavior occurrence, encoding the user identity, behavior occurrence time and behavior indicators, generating an identification array, time array and index array, and finally generating the coded time series data for storage.
Without losing data content, the amount of data is greatly reduced, the processing efficiency of data storage and query is improved, and the problems of high resource occupancy and low query efficiency are effectively solved.