多媒体物联网监控优化模型使用移动端真实计算
Faten S Alamri1, Khalid Haseeb2, Tanzila Saba2
1Department of Mathematical Sciences, College of Science, Princess Nourah Bint Abdulrahman University, P.O.Box 84428, Riyadh, 11671, Saudi Arabia.
Mathematical biosciences and engineering : MBE
|December 5, 2023
概括
本研究介绍了一种针对物联网 (IoT) 的优化多媒体系统,该系统使用边缘计算和认证. 该模型提高了多媒体监控系统的数据传输效率和网络安全.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 信息安全 信息安全
背景情况:
- 物联网 (IoT) 产生了大量的多媒体数据,在带宽管理和及时传输方面带来了挑战.
- 现有的物联网系统在高效的多媒体数据处理和安全的数据传输方面扎.
- 需要智能,可持续的解决方案,在物联网多媒体系统中平衡性能和通信成本.
研究的目的:
- 提出一种用于优化物联网环境中的多媒体数据传输的新型模型.
- 通过智能策略,提高物联网系统中的多媒体数据的可靠性和安全性.
- 解决带宽利用,数据丢失和网络稳定性方面的挑战.
主要方法:
- 边缘计算的整合用于实时网络状态分析和系统状态发现.
- 实施混合身份验证方法 (直接和间接),以确保数据转发商的可靠性.
- 使用移动边缘智能优化多媒体数据处理和传输的模型的开发.
主要成果:
- 拟议的模型在关键指标上表现出卓越的性能,包括字节交付,数据包开销和数据包延迟.
- 认证策略显著减少了数据泄露,并加强了对多媒体监控的信任.
- 边缘计算有效地减少了通信中断,并改善了整体系统稳定性.
结论:
- 边缘计算和强大的身份验证的结合方法为多媒体物联网系统提供了有效的解决方案.
- 该模型为管理复杂网络环境中的多媒体流量提供了可持续和智能框架.
- 这项研究通过提高多媒体数据处理的信任和效率来推进智能通信范式.
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