A new end-to-end measurement method for estimating available bandwidth

Liu Min, S. Jinglin, L. Zhongcheng, Kan Zhigang, Ma Jian
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引用次数: 5

Abstract

We present an original end-to-end available bandwidth measurement method, called SMART (statistics measurement for avail-bw by random train). It resolves some of the problems common for many types of existing probing methods, e.g. the long latency and large probe traffic. Contrary to traditional estimates of available bandwidth, SMART is not a methodology based on packet dispersion in packet pair or packet train, but a completely new methodology in the light of probability and statistics. The fundamental idea is to send very small packets at random moment and calculate the proportion of minimal delay ion total test samples. To reach this purpose, we redefine the available bandwidth based on probability and statistics. We have evaluated our method in controlled and reproducible environment using NS2, and the simulations show our method is accurate, efficient, quick and non-intrusive.
一种新的端到端可用带宽估计测量方法
提出了一种新颖的端到端可用带宽测量方法,称为SMART (random train for availability -bw的统计测量)。它解决了许多现有探测方法常见的一些问题,例如长延迟和大探测流量。与传统的可用带宽估计不同,SMART方法不是基于包对或包列中的包离散度,而是基于概率论和统计学的全新方法。其基本思想是在随机时刻发送非常小的数据包,并计算最小延迟占总测试样本的比例。为了达到这个目的,我们基于概率和统计重新定义了可用带宽。实验结果表明,该方法具有准确、高效、快速、非侵入性等优点。
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