Data processing method and device, electronic equipment and storage medium
Through data type conversion and storage optimization, the memory usage problem caused by low data update frequency but frequent use is solved, achieving memory savings and system performance improvement.
CN119690589BActive Publication Date: 2025-10-17BEIJING BAIDU NETCOM SCI & TECH CO LTD
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Patent Information
- Application Number
- CN202411848658.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-13
- Publication Date
- 2025-10-17
- Estimated Expiration
- 2044-12-13
AI Technical Summary
Technical Problem
In the prior art, data that is updated infrequently but used frequently occupies a high amount of memory, resulting in increased system resource consumption and performance impact.
Method used
By converting the initial data from the initial type to the target type, reducing the data length, and storing the converted data in an available storage area outside the base storage area based on the capacity difference, using tags to index the data, memory usage is optimized.
Benefits of technology
It saves memory space, improves cache hit rate, query efficiency and data access speed, reduces system load and improves user experience.
✦ Generated by Eureka AI based on patent content.
Abstract
The present disclosure provides a data processing method and device, electronic equipment and storage medium, relates to the technical field of data processing, in particular to the field of memory compression, and can be applied to the intelligent recommendation scene. The specific implementation scheme is: for the initial data loaded into the target container, a target type is determined from a plurality of candidate data types according to the data value of the initial data; wherein the target container includes a basic storage area for storing a mark and an extended storage area for storing the initial data, and the mark represents the address of the initial data in the extended storage area; the converted data is obtained by converting the initial data from an initial type to the target type; the data length of the converted data is less than the data length of the initial data; in response to detecting that the capacity difference between the first demand storage area determined according to the target type and the basic storage area satisfies a first predetermined condition, the converted data is stored in the available storage area other than the basic storage area.
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