Performance Evaluation by Simulation and Analysis with Applications to Computer Networks
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.
Table of Contents
CHAPTER 1. PERFORMANCE EVALUATION
CHAPTER 2. INTRODUCTION TO SIMULATION
CHAPTER 3. MODELING OF STOCHASTIC BEHAVIORS
CHAPTER 4. SIMULATION LANGUAGES
CHAPTER 5. SIMULATION RUNNING AND DATA ANALYSIS
CHAPTER 6. OMNET++
CHAPTER 7. INTRODUCTION TO THE QUEUEING THEORY
CHAPTER 8. POISSON PROCESS
CHAPTER 9. MARKOV QUEUEING SYSTEMS
CHAPTER 10. THE M/G/1 QUEUES
CHAPTER 11. QUEUEING NETWORKS 189
CHAPTER 12. AN INTRODUCTION TO THE THEORY OF PROBABILITY
CHAPTER 13. AN INTRODUCTION TO STATISTICS
CHAPTER 14. MARKOV PROCESS
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