基于大数据分析的实时数据处理技术研究  

Research on Real time Data Processing Technology Based on Big Data Analysis

作　　者：李桂琼[1] LI Guiqiong(The Party School of the Communist Party of China Jiangsu Provincial Committee,Nanjing 210009,Jiangsu)

机构地区：[1]中共江苏省委党校,江苏南京210009

出　　处：《长江信息通信》2025年第2期109-111,共3页Changjiang Information & Communications

摘　　要：目前提出的实时数据处理技术处理效率和精度较差。为了解决上述问题,基于大数据分析提出一种新的实时数据处理技术,基于数据源的采集信息分析和实时数据流传输实现数据采集。探讨了实时数据存储与管理的高效存储方案和数据管理策略,以确保数据的可用性和可靠性。通过数据处理引擎和实时分析算法完成数据处理与分析。实验研究表明,基于大数据分析的实时数据处理技术在数据处理效率和分析精度上具有较高的优势。The real-time data processing technology currently proposed has poor processing efficiency and accuracy.In order to solve the above problems,a new real-time data processing technology based on big data analysis is proposed,which achieves data collection through the analysis of collected information from data sources and real-time data stream transmission.Explored efficient storage solutions and data management strategies for real-time data storage and management to ensure data availability and reliability.Complete data processing and analysis through data processing engines and real-time analysis algorithms.Experimental studies have shown that real-time data processing techniques based on big data analysis have high advantages in data processing efficiency and analysis accuracy.

关 键 词：大数据分析 实时数据处理 数据采集 数据存储 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]