物联网网络中的自适应性拥堵控制:利用单向延迟提高性能
Lal Pratap Verma1, Gyanendra Kumar2, Osamah Ibrahim Khalaf3
1Department of Computer and Communication Engineering, Manipal University Jaipur, Jaipur, 303007, India.
Heliyon
|November 25, 2024
概括
本研究介绍了一种基于单向延迟 (OWD) 的拥堵控制 (CC) 方法,用于物联网 (IoT) 网络. OWD-CC方法通过减少拥堵和提高吞吐量来提高网络性能.
科学领域:
- 计算机科学 计算机科学
- 网络工程 网络工程
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 爆炸式增长的物联网设备数量产生了大量的数据,由于网络拥堵而导致性能下降的风险.
- 有效的拥堵管理对于保持物联网网络性能和可靠性至关重要.
研究的目的:
- 为物联网网络引入和评估一种基于一向延迟 (OWD) 的新型拥堵控制 (CC) 方法.
- 通过延迟估计和流量调整,通过减轻网络拥堵来提高物联网设备的性能.
主要方法:
- 开发了一种基于在通讯路径上监控单向延迟 (OWD) 的拥堵控制方法.
- 根据估计的数据传输延迟,动态调整网络流量.
- 对已建立的TCP变体 (BBR,立方体,HTCP,新雷诺) 进行了比较分析.
主要成果:
- 拟议的基于OWD的CC方法在与现有的TCP变体相比显示出更高的性能.
- 实现了从4.1%到22.7%的平均吞吐量改善.
- 在混合流量环境中保持公平性,并在复杂网络拓中有效管理拥堵.
结论:
- 基于OWD的CC方法为物联网网络拥堵管理提供了更有效的解决方案.
- 这种方法可以提高网络资源利用率,吞吐量,公平性和可靠性.
- 这种方法适用于复杂的物联网网络拓和混合流量条件.
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