This is the website for the "Évaluation de Performances" course held at PolyTech INFO4, 2023-2024.
Jonatha Anselmi is in charge of the lectures.
This course is about theory and practice. Much of the content is dedicated to simulation. We will write code in R and to this end, it is recommended to install RStudio. Snippets of code written in class are published at this rpubs link: https://rpubs.com/janselmi
See the official schedule with room information.
| Semaine | Cours (Jeudi, 9h45-11h15) | TD (Vendredi, 11h30-13h00) |
|---|---|---|
| Week #1 | Course content and introduction to queueing theory | Discrete Event Simulation of a G/G/1 queue |
| Week #2 | The GI/GI/1 queue (Lindley equation and Stability) | Simulation of various scheduling disciplines in the G/G/1 queue |
| Week #3 | Little's law and Discrete Time Markov Chains I | Load Balancing in R (Rmd file) |
| Week #4 | Discrete Time Markov Chains II | Presentation of DM + Exercises on DTMC |
| Week #5 | Poisson Process | Cache et Corrigé |
| Week #6 | Continuous Time Markov Chains I | Aloha |
| Week #7 | Continuous Time Markov Chains II | Exercises on CTMCs - Aloha / Correction |
| Week #8 | Classic Queues | Basic Auto-scaling |
| Week #9 | Jackson Queueing Networks | Modelling a web application: open and closed queueing network |
| Week #10 | Closed Queueing Networks | Response time minimization in two parallel queues |
| Week #11 | The M/G/1 Queue and the Pollaczek–Khinchine Formula | Size-aware dispatching in two queues |