On GPRS Traffic Characteristics: Analysis with Log-Infinitely Divisible Cascades (LIDC) Model

Debin Zou, Xing Zhang, Wenbo Wang
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Abstract

According to the analysis of turbulence on the log-infinitely divisible cascades (LIDC) method, analyzing the GPRS network traffic that obtained from mobile operator, we found that the flow of GPRS is accord with the log-infinitely divisible cascades therefore, we further research the flow data of GPRS. The result indicates that it is very efficiently that the method of LIDC for the flow characteristics of network data. The method which we found could not only analyze the flow of network in full scale but the single scale also. In the basis of analysis frame, we could deeply research other trait, such as the scale of GPRS network has the trait of keeping power-law relations, single scale and scale invariability, etc.
基于对数无限可分级联(LIDC)模型的GPRS业务特性分析
通过对对数无限可分级联(LIDC)方法的湍流分析,对移动运营商获得的GPRS网络流量进行分析,发现GPRS的流量符合对数无限可分级联,因此,我们进一步研究了GPRS的流量数据。结果表明,用LIDC方法求解网络数据流特性是非常有效的。所建立的方法既可以对网络的全尺度流动进行分析,也可以对单尺度流动进行分析。在此分析框架的基础上,我们可以深入研究GPRS网络的规模具有保持幂律关系、规模单一、规模不变性等特点。
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