利用 PRS-MPTCP 提高无线网络中的 MPTCP 性能

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Ad Hoc Networks Pub Date : 2024-05-23 DOI:10.1016/j.adhoc.2024.103560
Atefeh Ahmadniai Khajekini , Hasan Amca , Ali Hakan Ulusoy , Enver Ever
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引用次数: 0

摘要

近年来,人们对无线网络,尤其是移动通信的需求大幅增加。此外,手机和平板电脑等智能设备能够同时使用多个接口。在这方面,多路径 TCP(MPTCP)的概念已经被引入,从而可以利用多个接口进行并发通信。然而,数据包丢失和子流异构(尤其是在无线网络中)会导致接收器节点的失序(OfO)数据包增加,从而导致 MPTCP 总吞吐量下降。为了应对这些与性能相关的挑战,人们提出了许多调度器。然而,现有的大多数方法主要侧重于提高性能,而没有充分考虑数据包丢失的影响。本研究论文全面概述了 MPTCP 调度器。随后,我们提出了一种实用、稳健的 MPTCP 调度器(PRS-MPTCP),其具体目标是最大限度地减少 OfO 数据包,从而提高无线系统中 MPTCP 的性能。PRS-MPTCP 调度器考虑了每个子流的各种特性,包括 RTT、CWND 和丢包数量,以有效决定哪些数据包应分配给哪个子流。通过使用 Mininet-WiFi 仿真,将吞吐量、OfO 数据包数量和重传率作为性能指标,对 PRS-MPTCP 和最先进的调度器进行了公平的比较。评估结果揭示了所选参数对调度程序行为和 MPTCP 整体性能的深远影响。最终,评估结果表明,与其他方法相比,PRS-MPTCP 保证了可接受的吞吐量,并实现了更低的重传率和更少的 OfO 数据包。与 BLEST、ECF、RR 和默认调度器相比,PRS-MPTCP 的 OfO 数据包数量分别减少了 38%、37%、45% 和 44%。
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Enhancing MPTCP performance in wireless networks with PRS-MPTCP

In recent years, there has been a significant increasing demand for wireless networks, particularly mobile communication. Additionally, smart devices like mobile phones and tablets are able to use multiple interfaces simultaneously. In this regard, the concept of Multipath TCP (MPTCP) has been introduced, enabling the utilization of multiple interfaces for concurrent communication. However, packet loss and subflow heterogeneity, especially in wireless networks, cause an increase in Out-of-Order (OfO) packets at the receiver node, which leads to a decrease in the total MPTCP throughput. To address these performance-related challenges, numerous schedulers have been proposed. However, most existing methods have primarily focused on improving performance without adequately considering the impact of packet loss. This research paper provides a comprehensive overview of MPTCP schedulers. Subsequently, we propose a Practical and Robust Scheduler for MPTCP (PRS-MPTCP) with the specific aim of minimizing OfO packets to improve MPTCP performance in wireless systems. The PRS-MPTCP scheduler takes into account various characteristics of each subflow, including RTT, CWND, and the number of packet losses, to effectively decide which packets should be assigned to which subflow. By using Mininet-WiFi emulation, fair comparisons between PRS-MPTCP and the state-of-the-art schedulers have been conducted, considering throughput, the number of OfO packets, and retransmission rates as performance metrics. The evaluation results reveal the profound impact of selected parameters on the behavior of the schedulers and the overall performance of MPTCP. Ultimately, the results demonstrate that PRS-MPTCP guarantees acceptable throughput and achieves lower retransmission rates and fewer OfO packets compared to other methods. In the PRS-MPTCP, the number of OfO packets has decreased by 38 %, 37 %, 45 %, and 44 % compared to BLEST, ECF, RR, and the Default scheduler, respectively.

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来源期刊
Ad Hoc Networks
Ad Hoc Networks 工程技术-电信学
CiteScore
10.20
自引率
4.20%
发文量
131
审稿时长
4.8 months
期刊介绍: The Ad Hoc Networks is an international and archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in ad hoc and sensor networking areas. The Ad Hoc Networks considers original, high quality and unpublished contributions addressing all aspects of ad hoc and sensor networks. Specific areas of interest include, but are not limited to: Mobile and Wireless Ad Hoc Networks Sensor Networks Wireless Local and Personal Area Networks Home Networks Ad Hoc Networks of Autonomous Intelligent Systems Novel Architectures for Ad Hoc and Sensor Networks Self-organizing Network Architectures and Protocols Transport Layer Protocols Routing protocols (unicast, multicast, geocast, etc.) Media Access Control Techniques Error Control Schemes Power-Aware, Low-Power and Energy-Efficient Designs Synchronization and Scheduling Issues Mobility Management Mobility-Tolerant Communication Protocols Location Tracking and Location-based Services Resource and Information Management Security and Fault-Tolerance Issues Hardware and Software Platforms, Systems, and Testbeds Experimental and Prototype Results Quality-of-Service Issues Cross-Layer Interactions Scalability Issues Performance Analysis and Simulation of Protocols.
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