云计算技术在计算机大数据分析中的应用研究

Research on the Application of Cloud Computing Technology in Computer Big Data Analysis

随着信息技术的飞速发展,云计算与大数据已成为当今时代最具影响力的技术。当前,云计算与大数据的结合日益紧密,共同驱动着数字化转型的浪潮。一方面,云计算技术为大数据分析提供了强大的计算和存储支持,使得数据处理的效率与规模实现了质的飞跃;另一方面,大数据分析则推动云计算不断优化资源配置,提高了服务质量。为此,本文对云计算技术和计算机大数据分析技术进行了探讨,深入分析了云计算技术在大数据分析中的广泛运用及其在不同场景下的具体实践案例,旨在促进相关领域工作人员全面理解云计算技术在大数据分析中的核心价值及其在不同场景下的应用潜力。

With the rapid development of information technology,cloud computing and big data have become the most influential technology in today’s era.Currently,the integration of cloud computing and big data is becoming increasingly close,jointly driving the wave of digital transformation.On the one hand,cloud computing technology provides powerful computing and storage support for big data analytics,making the efficiency and scale of data processing a qualitative leap;on the other hand,big data analytics promotes cloud computing to continuously optimize the allocation of resources to improve the quality of service.To this end,this paper discusses cloud computing technology and computer big data analysis technology,in-depth analysis of the extensive use of cloud computing technology in big data analysis and its specific practice cases in different scenarios,with the aim of promoting a comprehensive understanding of the core value of cloud computing technology in big data analysis and its potential for application in different scenarios by staff in related fields.