一种自适应数据同步方法、装置与存储介质
By using an adaptive data synchronization method that combines device status and machine learning to optimize retry strategies, the problem of not considering device status and historical data in existing technologies is solved, achieving more efficient and intelligent data synchronization.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- WINCOR NIXDORF RETAIL & BANKING SYST (SHANGHAI) LTD
- Filing Date
- 2026-04-28
- Publication Date
- 2026-07-17
AI Technical Summary
Existing data synchronization technologies do not fully consider the real-time status of the equipment itself, lack differentiated backoff parameter configurations, cannot optimize retry strategies based on historical data, and fail to dynamically adjust retry strategies to cope with changes in equipment status.
An adaptive data synchronization method is adopted. By determining the error type, adjustment parameters are obtained. Combined with the current status of the device, a status adjustment factor is calculated to dynamically adjust the retry interval. Machine learning is used to optimize the weight coefficient and predict the synchronization success rate to realize the adaptive retry strategy.
It improved the success rate of data synchronization, reduced invalid retries, balanced stable equipment operation and synchronization efficiency, and enhanced the system's fault tolerance and intelligence level.
Smart Images
Figure CN122120282B_ABST