Adaptive Maximums of Random Variables for Network Simulations
Joint Authors
Chiou, Rong Nan
Shyi, Chia-Nian
Source
Journal of Computer Networks and Communications
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-02-15
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Abstract EN
In order to enhance the precision of network simulations, the paper proposes an approach to adaptively decide the maximum of random variables that create the discrete probabilities to generate nodal traffic on simulated networks.
In this paper, a statistical model is first suggested to manifest the bound of statistical errors.
Then, according to the minimum probability that generates nodal traffic, a formula is proposed to decide the maximum.
In the formula, a precision parameter is used to present the degree of simulative accuracy.
Meanwhile, the maximum adaptively varies with the traffic distribution among nodes because the decision depends on the minimum probability generating nodal traffic.
In order to verify the effect of the adaptive maximum on simulative precision, an optical network is introduced.
After simulating the optical network, the theoretic average waiting time of nodes on the optical network is exploited to validate the exactness of the simulation.
The proposed formula deciding the adaptive maximum can be generally exploited in the simulations of various networks.
Based on the precision parameter K, a recursive procedure will be developed to automatically produce the adaptive maximum for network simulations in the future.
American Psychological Association (APA)
Chiou, Rong Nan& Shyi, Chia-Nian. 2009. Adaptive Maximums of Random Variables for Network Simulations. Journal of Computer Networks and Communications،Vol. 2009, no. 2009, pp.1-6.
https://search.emarefa.net/detail/BIM-988564
Modern Language Association (MLA)
Chiou, Rong Nan& Shyi, Chia-Nian. Adaptive Maximums of Random Variables for Network Simulations. Journal of Computer Networks and Communications No. 2009 (2009), pp.1-6.
https://search.emarefa.net/detail/BIM-988564
American Medical Association (AMA)
Chiou, Rong Nan& Shyi, Chia-Nian. Adaptive Maximums of Random Variables for Network Simulations. Journal of Computer Networks and Communications. 2009. Vol. 2009, no. 2009, pp.1-6.
https://search.emarefa.net/detail/BIM-988564
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-988564