分析不断变化的企业网络流量特征

David Murray, Terry Koziniec, S. Zander, M. Dixon, P. Koutsakis
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引用次数: 15

摘要

对互联网协议的构成和性质进行研究对于持续研究和创新至关重要。本研究采用三种不同的方法来调查各种互联网协议的存在和支持程度。对进出大学网络的互联网流量进行被动捕获、匿名化和分析,以测试协议的使用情况。对互联网上最流行的网站进行了主动测试,并对流行的客户端、服务器和移动操作系统的默认行为进行了实验,以核对被动数据收集的结果。这些结果对使用仿真和模拟等研究领域非常有价值,因为这些领域的真实性取决于对互联网流量的基本假设的准确性。利用先前的工作探索变化和协议采用趋势。这项研究表明,目前大多数互联网流量都已加密。大型 UDP 帧也有所增加,我们将其归因于 Google QUIC 协议。现在可以假设支持 TCP 选项,如选择性确认 (SACK) 和最大分段大小 (MSS)。显式拥塞通知(ECN)的使用率仍然很低,但主动测量显示,如果提出要求,许多服务器都会支持该协议。多路径 TCP 和 TCP 快速开放等最新 IETF 标准的采用率虽不高,但已达到可测量的水平。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An analysis of changing enterprise network traffic characteristics
Studies on the composition and nature of Internet protocols are crucial for continued research and innovation. This study used three different methods to investigate the presence and level of support for various Internet protocols. Internet traffic entering and exiting a university network was passively captured, anonymised and analysed to test protocol usage. Active tests probed the Internet's most popular websites and experiments on the default behaviour of popular client, server and mobile operating systems were performed to reconcile the findings of the passive data collection. These results are valuable to research areas, such as those using emulations and simulations, where realism is dependent on the accuracy of the underlying assumptions about Internet traffic. Prior work is leveraged to explore changes and protocol adoption trends. This study shows that the majority of Internet traffic is now encrypted. There has also been an increase in large UDP frames, which we attribute to the Google QUIC protocol. Support for TCP options such as Selective Acknowledgements (SACK) and Maximum Segment Size (MSS) can now be assumed. Explicit Congestion Notification (ECN) usage is still marginal, yet active measurement shows that many servers will support the protocol if requested. Recent IETF standards such as Multipath TCP and TCP Fast Open have small but measurable levels of adoption.
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