大数据技术在计算机信息处理系统中的应用研究  

Research on the Application of Big Data Technology in Computer Information Processing Systems

作　　者：秦勇 QIN Yong(Pingliang Vocational&Technical College,Pingliang Gansu 744000,China)

机构地区：[1]平凉职业技术学院,甘肃平凉744000

出　　处：《信息与电脑》2024年第23期149-151,共3页Information & Computer

摘　　要：为提升计算机信息处理系统在大数据环境下的性能,文章研究了大数据技术在数据采集与预处理、存储与管理、分析挖掘及可视化等环节的应用。分析表明,大数据技术通过分布式架构、实时处理框架及智能算法优化,显著提高了系统的处理效率、存储扩展性及决策支持能力,为应对复杂业务需求和异构数据挑战提供了有力支撑。In order to improve the performance of computer information processing system in big data environment,the article studies the application of big data technology in data acquisition and pre-processing,storage and management,analysis and mining and visualization.The analysis shows that big data technology significantly improves the processing efficiency,storage scalability and decision support capability of the system through distributed architecture,real-time processing framework and intelligent algorithm optimization,which provides a strong support to cope with the challenges of complex business requirements and heterogeneous data.

关 键 词：大数据技术 信息处理系统 分布式存储 数据分析 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]