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计算机软件技术在大数据分析中的应用

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随着大数据时代的迅猛发展,计算机软件技术面临的挑战愈发复杂.海量数据的处理需求、数据源的多样性以及实时性分析的要求使得传统数据处理方法不再适用.企业在面对这些难题时,往往缺乏有效策略,导致数据处理效率低下、分析结果失准,甚至在数据安全与隐私保护上存在巨大隐患,这种情况的存在使得在短时间内处理庞杂数据并保证数据质量成为当前需要关注的热点问题.本文针对计算机软件技术在大数据分析中的应用价值进行了分析,探究了计算机软件技术在大数据分析中的应用策略.
The Application of Computer Software Technology in Big Data Analysis
With the rapid development of the big data era,computer software technology is facing increasingly complex challenges.The processing requirements of massive data,the diversity of data sources,and the demand for real-time analysis make traditional data processing methods no longer applicable.When facing these challenges,enterprises often lack effective strategies,resulting in low data processing efficiency,inaccurate analysis results,and even huge hidden dangers in data security and privacy protection.The existence of this situation makes it a hot issue that needs to be paid attention to in a short period of time to process complex data and ensure data quality.This article analyzes the application value of computer software technology in big data analysis and explores the application strategies of computer software technology in big data analysis.

computer software technologybig data analysisapplication

张静

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山西职业技术学院,山西 太原 030000

计算机软件技术 大数据分析 应用

2024

软件
中国电子学会 天津电子学会

软件

影响因子:1.51
ISSN:1003-6970
年,卷(期):2024.45(10)