Source traffic analysis

Author:

Gomes João V. P.1,Inácio Pedro R. M.1,Lakic Branka2,Freire Mário M.3,Da Silva Henrique J. A.4,Monteiro Paulo P.5

Affiliation:

1. Nokia Siemens Networks Portugal, Amadora, Portugal and University of Beira Interior Covilhã, Portugal

2. University of Coimbra and Institute of Telecommunications, Aveiro, Portugal

3. University of Beira Interior and Institute of Telecommunications, Covilha, Portugal

4. University of Coimbra and Institute of Telecommunications, Coimbra, Portugal

5. Nokia Siemens Networks Portugal and Institute of Telecommunications, Aveiro, Portugal

Abstract

Traffic modeling and simulation plays an important role in the area of Network Monitoring and Analysis, for it provides practitioners with efficient tools to evaluate the performance of networks and of their elements. This article focus on the traffic generated by a single source, providing an overview of what was done in the field and studying the statistical properties of the traffic produced by a personal computer, including analysis of the autocorrelation structure. Different distributions were fitted to the interarrival times, packet sizes, and byte count processes with the goal of singling out the ones most suitable for traffic generation.

Funder

Fundação para a Ciência e a Tecnologia

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Time Series Traffic Analysis based on PCA and GMM Algorithm;2022 3rd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE);2022-07-15

2. A case for preamble compression in multi-clock-rate sampling devices for energy efficient idle listening;Wireless Networks;2016-12-07

3. Development and Analysis of Power Saving Models for Energy Conservation in IEEE 802.16m Networks: Towards Green Communication;Wireless Personal Communications;2015-09-28

4. On the self-similarity of traffic generated by network traffic simulators;Modeling and Simulation of Computer Networks and Systems;2015

5. Exploring Behavioral Patterns Through Entropy in Multimedia Peer-to-Peer Traffic;The Computer Journal;2011-12-26

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