دورية أكاديمية
Adaptive Maximums of Random Variables for Network Simulations
| العنوان: | Adaptive Maximums of Random Variables for Network Simulations |
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| المؤلفون: | Rong Nan Chiou, Chia-Nian Shyi |
| المصدر: | Journal of Computer Systems, Networks, and Communications, Vol 2009 (2009) |
| بيانات النشر: | Wiley, 2009. |
| سنة النشر: | 2009 |
| المجموعة: | LCC:Computer engineering. Computer hardware LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | 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. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1687-7381 1687-739X |
| Relation: | https://doaj.org/toc/1687-7381; https://doaj.org/toc/1687-739X |
| DOI: | 10.1155/2009/383720 |
| URL الوصول: | https://doaj.org/article/62bbba04512042b3ad1e81e6b8f7137c |
| رقم الأكسشن: | edsdoj.62bbba04512042b3ad1e81e6b8f7137c |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 16877381 1687739X |
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| DOI: | 10.1155/2009/383720 |