大数据技术在通信工程项目资源优化配置中的应用研究  

Research on the Application of Big Data Technology in Resource Optimization and Allocation of Communication Engineering Projects

作　　者：陈勇刚 Chen Yonggang(Guangdong Communications Services Company Ltd.,Guangzhou,Guangdong 510630)

机构地区：[1]广东省通信产业服务有限公司,广东广州510630

出　　处：《现代工程科技》2024年第23期5-8,共4页Modern Engineering Technology

摘　　要：探讨大数据技术如何实现资源的动态优化配置。根据实际通信项目中的数据分析,提出了基于随机森林和动态调度算法的资源优化模型,并进行了仿真试验,验证其在提高资源利用率、减小项目成本、优化项目进度方面的有效性。通过详细的数据分析和可视化展示,证明了大数据技术在通信工程中的巨大应用价值,并为未来的项目管理模式提出了新的思路。Explore how big data technology can achieve dynamic optimization and allocation of resources.Based on data from actual communication projects,a resource optimization model based on random forest and dynamic scheduling algorithms was proposed,and simulation experiments were conducted to verify its effectiveness in improving resource utilization,reducing project costs,and optimizing project schedules.Through detailed data analysis and visualization,the enormous application value of big data technology in communication engineering has been demonstrated,and new ideas have been proposed for future project management models.

关 键 词：通信工程 大数据技术 资源优化配置 项目管理 

分 类 号：TN913[电子电信—通信与信息系统]