self-similarity, QoS, LRD, SRD, FARIMA
نویسندگان
چکیده
This paper investigates an influence of different SRD structures on a maximum delay value for queued LRD traffic with usage of an envelope analysis. A FARIMA process is used as a traffic model since it can model both SRD and LRD structures independently. A FGN process is used as a reference of LRD traffic due to its relative simplicity. A drop probability is computed as a function of a buffer size that in turn is determined as a maximum delay function. All computations are performed with a support of an envelope process theory. A similarity between theoretical and simulations trends has been shown. An influence of an SRD structure for two different FARIMA models has been analysed for different network parameters.
منابع مشابه
Analysis of a self-similar traffic envelope for a trade-off of leaky bucket algorithm parameters
Numerous investigations have revealed that the packet network traffic is bursty and highly correlated. If many large bursts meet in a single queue an overflow is unavoidable even for a slightly loaded network, therefore shaping packet traffic becomes a crucial issue. One of the most commonly used traffic shaping algorithms is a leaky bucket. An important property of a leaky bucket algorithm is ...
متن کاملA Video Traffic Model Based on the Shifting-Level Process: the Effects of SRD and LRD on Queueing Behavior
AbsfractRecently, a number of empirical studies have demonstrated the existence of long-range dependence (LRD) or self-similarity in VBR video traffic. Since previous LRD models cannot capture all shortand long-term correlation and rate-distribution while still retaining mathematical tractability, there exist many doubts on the importance of SRD, LRD, and ratedistribution on traffic engineering...
متن کاملA Video Tra c Model based on theShifting - Level Process : the E ects of SRD andLRD on Queueing
| Recently, a number of empirical studies have demonstrated the existence of long-range dependence (LRD) or self-similarity in VBR video traac. Since previous LRD models cannot capture all short-and long-term correlation and rate-distribution while still retaining mathematical tractability, there exist many doubts on the importance of SRD, LRD, and rate-distribution on traac engineering. In thi...
متن کاملThe Infinite Source Model for Internet Traffic: Statistical Analysis and Limit Theorems
1. Introduction. The discovery by Willinger et. al. that the input process to an Ethernet cable exhibits, at least empirically, long range dependence (LRD) and self-similarity has produced many models of this phenomenon, along with many, sometimes ad-hoc, statistical methods to analyze them ([1],[5],[14],[17]). It has been observed, for example, that detecting long range dependence (LRD) in int...
متن کاملA Solution for Evaluating the QoS of Voice over IP: Measurements, Analysis and Modeling
In this chapter, we present a solution for evaluating the Quality of Services (QoS) of Voice over Internet Protocol (VoIP). First, we present an introduction to the main concepts and mathematical background relating to QoS and Internet Protocol (IP) traffic nature, which subsequently are used in the measurements, analysis, and modeling of VoIP traffic. Secondly, we analyze network measurements ...
متن کامل