Performance Evaluation by Simulation and Analysis with Applications to Computer Networks (Hardcover)

This book is devoted to the most used methodologies for performance evaluation: simulation using specialized software and mathematical modeling. An important part is dedicated to the simulation, particularly in its theoretical framework and the precautions to be taken in the implementation of the experimental procedure.  These principles are illustrated by concrete examples achieved through operational simulation languages ​​(OMNeT ++, OPNET). Presented under the complementary approach, the mathematical method is essential for the simulation. Both methodologies based largely on the theory of probability and statistics in general and particularly Markov processes, a reminder of the basic results is also available.

本書專注於最常用的性能評估方法：使用專門軟體進行模擬和數學建模。其中一部分專注於模擬，特別是在理論框架和實驗程序實施時需要注意的事項。這些原則通過操作模擬語言（如OMNeT ++、OPNET）的具體示例加以說明。在補充方法下，數學方法對於模擬至關重要。這兩種方法在很大程度上基於概率和統計理論，特別是馬爾可夫過程，基本結果的回顧也提供了。