利用动态流量分配方案实现通信网络吞吐量最大化

Md. Arquam, Suchi Kumari
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引用次数: 0

摘要

在现实世界的动态系统中,优化网络吞吐量至关重要,尤其是对于网络电话和视频流等多种延迟敏感的多媒体数据类型。传统的路由协议依赖于静态指标和单一的最短路径算法,无法管理这些复杂的信息。为了应对这些挑战,我们提出了一种新方法,在保持服务质量(QoS)的同时提高资源利用率。我们的动态流量分配模型根据不同数据类型的延迟敏感性确定其优先级,并通过考虑带宽、延迟和网络故障等因素来分配流量。与静态负载平衡相比,这种方法能显著提高网络吞吐量,尤其是对于多媒体应用。仿真结果证实了这种动态方法在最大化网络吞吐量和保持各种数据类型的服务质量方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Maximization of Communication Network Throughput using Dynamic Traffic Allocation Scheme
Optimizing network throughput in real-world dynamic systems is critical, especially for diverse and delay-sensitive multimedia data types such as VoIP and video streaming. Traditional routing protocols, which rely on static metrics and single shortest-path algorithms, were unable in managing this complex information. To address these challenges, we propose a novel approach that enhances resource utilization while maintaining Quality of Service (QoS). Our dynamic traffic allocation model prioritizes different data types based on their delay sensitivity and allocates traffic by considering factors such as bandwidth, latency, and network failures. This approach is shown to significantly improve network throughput compared to static load balancing, especially for multimedia applications. Simulation results confirm the effectiveness of this dynamic method in maximizing network throughput and maintaining QoS across various data types.
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