MPR-QUIC:用于优先级和截止日期感知视频流的多路径部分可靠传输

IF 3.7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of Systems Architecture Pub Date : 2024-05-31 DOI:10.1016/j.sysarc.2024.103195
Biao Han , Cao Xu , Yahui Li , Xiaoyan Wang , Peng Xun
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摘要

在过去几年中,视频流占据了互联网流量的主导地位,推动了传输协议的创新。与 TCP 相比,QUIC 协议具有更快的连接建立速度和减少线路阻塞等优势。多路径传输协议(如多路径 QUIC (MPQUIC))已被提出,用于聚合多个链路的带宽,并在网络条件差的情况下提供可靠的传输。然而,可靠传输会给 MPQUIC 带来不必要的重传成本,导致性能下降,尤其是在实时视频流中。同时支持可靠和不可靠传输的部分可靠传输可以在数据可靠性和及时性之间进行权衡,从而获得更好的性能。本文介绍了 QUIC 的多路径部分可靠传输协议 MPR-QUIC。在 MPQUIC 的基础上,MPR-QUIC 扩展了不可靠传输,提供多路径部分可靠传输。MPR-QUIC 根据优先级和截止时间分别设计了特定的调度器,以优化视频流。优先级高的视频帧首先传输,因为优先级低的帧在到达前无法解码。此外,为了减少视频的回弹和冻结,应在截止日期前传输尽可能多的帧。我们在测试平台和仿真中对 MPR-QUIC 进行了实验评估。结果表明,与最先进的多路径传输解决方案相比,MPR-QUIC 的重缓冲时间大幅减少了 60% 至 80%。传输数据块的完成率几乎提高了 100%。
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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MPR-QUIC: Multi-path partially reliable transmission for priority and deadline-aware video streaming

Video streaming has dominated Internet traffic over the past few years, spurring innovations in transport protocols. The QUIC protocol has advantages over TCP, such as faster connection setup and alleviating head-of-line blocking. Multi-path transport protocols like Multipath QUIC (MPQUIC) have been proposed to aggregate the bandwidth of multiple links and provide reliable transmission in poor network conditions. However, reliable transmission incurs unnecessary retransmission costs for MPQUIC, resulting in deteriorating performance, especially in real-time video streaming. Partially reliable transmission, which supports both reliable and unreliable delivery, may perform better by trading off data reliability and timeliness. In this paper, we introduce MPR-QUIC, a multi-path partially reliable transmission protocol for QUIC. Based on MPQUIC, MPR-QUIC extends unreliable transmission to provide partially reliable transmission over multiple paths. Specific schedulers are designed in MPR-QUIC based on priority and deadline, respectively, for video streaming optimization. Video frames with high priority are transmitted first since frames with low priority cannot be decoded before their arrival. Additionally, to alleviate rebuffering and freezing of the video, as many frames as possible should be delivered before the deadline. We evaluate MPR-QUIC experimentally on a testbed and in emulations. Results show that the rebuffer time of MPR-QUIC is significantly decreased by 60% to 80% when compared to state-of-the-art multi-path transmission solutions. The completion ratio of transmitted data blocks is increased by almost 100%.

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来源期刊
Journal of Systems Architecture
Journal of Systems Architecture 工程技术-计算机:硬件
CiteScore
8.70
自引率
15.60%
发文量
226
审稿时长
46 days
期刊介绍: The Journal of Systems Architecture: Embedded Software Design (JSA) is a journal covering all design and architectural aspects related to embedded systems and software. It ranges from the microarchitecture level via the system software level up to the application-specific architecture level. Aspects such as real-time systems, operating systems, FPGA programming, programming languages, communications (limited to analysis and the software stack), mobile systems, parallel and distributed architectures as well as additional subjects in the computer and system architecture area will fall within the scope of this journal. Technology will not be a main focus, but its use and relevance to particular designs will be. Case studies are welcome but must contribute more than just a design for a particular piece of software. Design automation of such systems including methodologies, techniques and tools for their design as well as novel designs of software components fall within the scope of this journal. Novel applications that use embedded systems are also central in this journal. While hardware is not a part of this journal hardware/software co-design methods that consider interplay between software and hardware components with and emphasis on software are also relevant here.
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