Evaluating MPTCP Congestion Control Algorithms: Implications for Streaming in Open Internet

IF 2.8 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Future Internet Pub Date : 2023-10-04 DOI:10.3390/fi15100328
Łukasz Piotr Łuczak, Przemysław Ignaciuk, Michał Morawski
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引用次数: 0

Abstract

In today’s digital era, the demand for uninterrupted and efficient data streaming is paramount across various sectors, from entertainment to industrial automation. While the traditional single-path solutions often fell short in ensuring rapid and consistent data transfers, Multipath TCP (MPTCP) emerges as a promising alternative, enabling simultaneous data transfer across multiple network paths. The efficacy of MPTCP, however, hinges on the choice of appropriate congestion control (CC) algorithms. Addressing the present knowledge gap, this research provides a thorough evaluation of key MPTCP CC algorithms in the context of streaming applications in open Internet environments. Our findings reveal that BALIA stands out as the most suitable choice for MPTCP streaming, adeptly balancing waiting time, throughput, and Head-of-Line blocking reduction. Conversely, the wVegas algorithm, with its delay-centric approach, proves less adequate for multipath streaming. This study underscores the imperative to fine-tune MPTCP for streaming applications, at the same time offering insights for future development areas and innovations.
评估MPTCP拥塞控制算法:对开放网际网路流媒体的影响
在当今的数字时代,从娱乐到工业自动化,对不间断和高效数据流的需求在各个领域都是至关重要的。虽然传统的单路径解决方案在确保快速和一致的数据传输方面往往不足,但多路径TCP (MPTCP)作为一种有前途的替代方案出现了,它可以跨多个网络路径同时传输数据。然而,MPTCP的有效性取决于选择合适的拥塞控制(CC)算法。为了解决目前的知识差距,本研究对开放互联网环境下流媒体应用中的关键MPTCP CC算法进行了全面评估。我们的研究结果表明,BALIA是MPTCP流的最合适选择,它巧妙地平衡了等待时间、吞吐量和减少排队阻塞。相反,以延迟为中心的wVegas算法被证明不适用于多路径流。这项研究强调了为流媒体应用程序微调MPTCP的必要性,同时为未来的发展领域和创新提供了见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Future Internet
Future Internet Computer Science-Computer Networks and Communications
CiteScore
7.10
自引率
5.90%
发文量
303
审稿时长
11 weeks
期刊介绍: Future Internet is a scholarly open access journal which provides an advanced forum for science and research concerned with evolution of Internet technologies and related smart systems for “Net-Living” development. The general reference subject is therefore the evolution towards the future internet ecosystem, which is feeding a continuous, intensive, artificial transformation of the lived environment, for a widespread and significant improvement of well-being in all spheres of human life (private, public, professional). Included topics are: • advanced communications network infrastructures • evolution of internet basic services • internet of things • netted peripheral sensors • industrial internet • centralized and distributed data centers • embedded computing • cloud computing • software defined network functions and network virtualization • cloud-let and fog-computing • big data, open data and analytical tools • cyber-physical systems • network and distributed operating systems • web services • semantic structures and related software tools • artificial and augmented intelligence • augmented reality • system interoperability and flexible service composition • smart mission-critical system architectures • smart terminals and applications • pro-sumer tools for application design and development • cyber security compliance • privacy compliance • reliability compliance • dependability compliance • accountability compliance • trust compliance • technical quality of basic services.
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