Application-Aware Analysis of Network Neutrality: A Scalable Real-Time Method

Pub Date : 2023-01-01 DOI:10.36244/icj.2023.1.8
P. Orosz, T. Skopko, Tamás Marosits
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Abstract

Internet access subscribers expect a satisfying quality of experience for any accessed service, independently from time, place, and service- and content-type. Besides the everincreasing amount of Internet data, the spectrum of video service platforms offering sharing and streaming also got significantly more comprehensive. Internet access providers try to avoid the exhaustion of network bandwidth by investing in network capacity or setting up higher-level resource management within their infrastructure. The primary question in this domain is how resource management constrains the subscriber to access an arbitrary service and experience good service quality.This question directly relates to network neutrality fundamentals. This paper presents a real-time full-reference objective method to assess network neutrality. It contributes three novelties to support user-centric analysis of potential restraints affecting Internet access quality: i) the proposal supports application-specific measurements and involves real content and real traffic, ii) the measured traffic originates from the content provider’s cloud infrastructure, iii) reference is created in real time. Accordingly, the proposal introduces a novel measurement layout. The key component is the emulated client that provides the real-time reference by emulating the access properties of the real client and accessing the same content simultaneously. We demonstrate the method’s feasibility with an applicationaware proof-of-concept use case: video streaming from a public VoD provider. We have validated the method against the emulated network parameters using an extensive series of laboratory measurements.
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网络中立性的应用感知分析:一种可扩展的实时方法
互联网接入用户期望对任何接入的服务都有满意的体验质量,而不受时间、地点、服务和内容类型的限制。除了互联网数据量的不断增长外,提供分享和流媒体的视频服务平台的频谱也明显更加全面。互联网访问提供商试图通过投资网络容量或在其基础设施中设置更高级别的资源管理来避免网络带宽的耗尽。这个领域的主要问题是资源管理如何约束订阅者访问任意服务并体验良好的服务质量。这个问题直接关系到网络中立性的基本原理。本文提出了一种实时全参考客观评价网络中立性的方法。它为支持以用户为中心的对影响互联网接入质量的潜在制约因素的分析提供了三个新颖之处:1)该提案支持特定于应用程序的测量,并涉及真实内容和真实流量;2)测量的流量来自内容提供商的云基础设施;3)实时创建参考。因此,该方案引入了一种新的测量布局。关键组件是仿真客户端,它通过模拟真实客户端的访问属性并同时访问相同的内容来提供实时引用。我们通过一个应用程序感知的概念验证用例来演示该方法的可行性:来自公共VoD提供商的视频流。我们通过一系列广泛的实验室测量,对模拟网络参数验证了该方法。
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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