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智能5G通信系统的软件优化与性能监控

Software Optimization and Performance Monitoring of Intelligent 5G Communication System

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全面探讨智能5G通信系统软件优化与性能监控的相关技术.深入讨论软件定义网络和网络功能虚拟化在5G中的应用,分析智能5G通信系统中的软件优化策略,包括降低延迟、提高吞吐量和资源管理策略.重点论述5G通信系统性能监控的重要性,探讨通信系统性能指标分析、数据收集方法及实时监控机制.指出当前研究中的技术挑战与创新机遇,特别是人工智能和机器学习在5G优化和监控中的应用,为智能5G系统的未来发展提供了参考建议.
This paper comprehensively discusses the related technologies of software optimization and performance monitoring of intelligent 5G communication system.Firstly,the application of software defined network and network function virtualization in 5G is discussed,and the software optimization strategies in intelligent 5g communication system are analyzed,including reducing latency,improving throughput and resource management strategies.Then it focuses on the importance of 5G communication system performance monitoring,and discusses the communication system performance index analysis,data collection methods and real-time monitoring mechanism.Finally,the technical challenges and innovation opportunities in the current research are pointed out,especially the application of artificial intelligence and machine learning in 5G optimization and monitoring,which provides reference and suggestions for the future development of intelligent 5G system.

5G communication systemsoftware optimizationperformance monitoring

杨家林

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贵州城市职业学院,贵州贵阳 550025

5G通信系统 软件优化 性能监控

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(1)
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