数据处理方法、装置、电子设备及计算机存储介质
By using decision trees and multi-threaded analysis in the data processing system, the distributed system is chained together and written into a queue, which solves the problem of statistical inaccuracies caused by data loss and achieves accurate data statistics.
CN115687502BActive Publication Date: 2026-07-17JINGDONG TECH HLDG CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- JINGDONG TECH HLDG CO LTD
- Filing Date
- 2021-07-22
- Publication Date
- 2026-07-17
AI Technical Summary
Technical Problem
Existing data collection methods are prone to data loss when dealing with large amounts of data or frequent system interactions, leading to inaccurate statistics.
Method used
By using a decision tree approach, various distributed systems are linked together, statistical data is written to a distributed queue, and multi-threaded data analysis is started periodically to reduce the pressure on the system from real-time interface access.
Benefits of technology
It achieved the goal of accurate statistical data and solved the problem of data loss.
✦ Generated by Eureka AI based on patent content.
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Figure CN115687502B_ABST
Abstract
本发明提供一种数据处理方法、装置、电子设备及计算机存储介质，根据业务活动需求调用外部的分布式系统，并将分布式系统作为节点，基于三叉树数据结构将所有的分布式系统串联，得到业务活动决策树；获取数据统计请求，基于数据统计请求遍历业务活动决策树上的每个树节点执行数据统计，得到各个分布式系统统计的数据；将各个分布式系统统计的数据写入分布式队列；基于定时线程提取分布式队列中存储的统计数据进行数据分析，得到数据分析结果。在本方案中，通过决策树的方式将各个分布式系统串联起来，再定时启动多线程对写入分布式队列的统计数据进行分析，降低实时接口访问对系统造成的压力，解决数据容易丢失的问题，实现准确统计数据的目的。
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