下一代移动网络的跨层QUIC

Gaurav Sinha, M. Kanagarathinam, Sujith Rengan Jayaseelan, G. Choudhary
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引用次数: 9

摘要

下一代移动网络(NGMN)要求低延迟、高吞吐量、可扩展性和能效。由于5G毫米波(mmWave)频段距离较短,因此切换是不可避免的。谷歌提出了QUIC(快速UDP互联网连接),旨在解决这些挑战。然而,Google QUIC (GQUIC)遵循“wifi优先”策略,导致频繁的网络切换,这可能导致吞吐量降低和电池快速退化。在本文中,我们提出了跨层QUIC (CQUIC)框架,该框架遵循“WiFi-if-best”策略,通过使用跨层方法来提高吞吐量和弹性。CQUIC在QUIC中提出了一种新的适应网络动态特性的迁移方案。低带宽、高往返时间的GQUIC协议无法实现无缝的用户体验。CQUIC算法预测跨层分数(CLS),该分数结合了QUIC会话预测的信噪比(SINR)、QUIC带宽、往返时间(RTT)统计,并主动建模切换决策。与GQUIC和HTTP(使用TCP)等最先进的方法相比,本文揭示了该方法的显着优点。在三星Galaxy S10设备的实时空中网络中获得的一系列实验结果表明,CQUIC在吞吐量方面比GQUIC高20%,TCP高36%,MPTCP (Backup)高17%。此外,与MPTCP相比,CQUIC减少了移动网络上的数据消耗,并且通过将功耗降低25%来实现绿色运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CQUIC: Cross-Layer QUIC for Next Generation Mobile Networks
Requirements for Next Generation Mobile Networks (NGMN) include low latency, higher throughput, scalability, and energy efficiency. As 5G millimeter wave (mmWave) band is short-range, the handover is inevitable. Google proposed QUIC (Quick UDP Internet Connection), which aims to address these challenges. However, Google QUIC (GQUIC), follows “WiFi-First” policy causing frequent network switching, which can lead to a throughput reduction and fast battery degradation. In this paper, we propose Cross-layer QUIC (CQUIC) framework, that follows “WiFi-if-best” policy to enhance the throughput and resilience by using a Cross-Layer approach. CQUIC proposes a novel migration scheme in QUIC which adapts to the dynamic network characteristics. GQUIC protocol with low bandwidth and high round-trip-time fail to migrate for seamless User Experience. CQUIC algorithm predicts Cross-Layer Score (CLS) which incorporates predicted Signal-to-Interference Noise Ratio (SINR), QUIC Bandwidth, round-triptime (RTT) stats from QUIC Session and models the handover decision pro-actively. Compared with state-of-the-art methods such as GQUIC and HTTP (using TCP) this paper reveals the significant benefits of the proposed method. A series of experimental results obtained in live air network over Samsung Galaxy S10 devices show CQUIC outperforms the GQUIC by 20%, TCP by 36% and MPTCP (Backup) by 17% in terms of throughput. Furthermore, CQUIC compared with MPTCP, reduces the data consumption over mobile network and operates green by reducing the power consumption by 25%.
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