Fuzzy Controller based TCP-Vegas Enhancement for Congestion Control

Doaa Elnady, Gamal mahrouce, Gaber Allam
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引用次数: 2

Abstract

Due to the serious effectiveness of congestion problem in the Internet performance, congestion control has the most concern in the network community. Several End-to- End mechanisms were developed to overcome this problem. However, most of the existing mechanisms adapt the sending rate at the sender, when detecting congestion, without considering the network status. This behavior degrades the Internet performance. This paper presents a new fuzzy controller to adjust the sending rate at the sender dynamically based on the network load. The intended controller is employed to enhance the TCP-Vegas and the performance is evaluated by using the well-known Network Simulator NS-2. The results indicate that the intended controller the AT&T real network increases the throughput and decreases both the packet loss and packet delay.
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基于模糊控制器的TCP-Vegas增强拥塞控制
由于拥塞问题对互联网性能的严重影响,拥塞控制成为网络界最为关注的问题。为了克服这个问题,开发了几种端到端机制。然而,大多数现有机制在检测拥塞时,在发送方调整发送速率,而不考虑网络状态。这种行为会降低网络性能。本文提出了一种基于网络负载动态调整发送端发送速率的模糊控制器。采用预期控制器对TCP-Vegas进行增强,并使用著名的网络模拟器NS-2对其性能进行了评估。结果表明,该控制器在AT&T实际网络中提高了吞吐量,减少了丢包和包延迟。
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