Olivier Brun
Modèles & Algorithmes pour l'Ingéniérie de Trafic
4IR GEI, INSA Toulouse - Olivier Brun (brun@laas.fr)
Topics covered:
- Optimization theory refresher
- Multicommodity flow models for network planning
- Optimal multi-path routing: feasible direction methods, flow-deviation, projected gradient
- Coflow scheduling
Lecture Notes:
Videos: Intro - S1E01 - S1E02 - S1E03 - S2E01 - S2E02 - S2E03 - S3E01 - S3E02 - S4E01 - S4E02
Exercices: TD1 (solution) - TD2 (solution) - TD3 (solution) - TD4 (solution) - TD5 (solution)
Past Exams: 2019 (solution) - 2020 (solution) - 2021 (solution) - 2023 (solution) - 2024 (solution)
Modèles & Algorithmes pour la Planification des Réseaux
5 GEI, INSA Toulouse - Olivier Brun (brun@laas.fr)
PART 1: PERFORMANCE EVALUATION OF COMMUNICATION NETWORKS
Topics covered:
- Probability Theory
- Random Variables
- Discrete Time Markov Chains
- Continous Time Markov Chains
- Queueing Theory
- Event-based Simulations
- Performance evaluation of circuit-switched networks
- Performance evaluation of packet-switched networks
Lecture Notes:
Exercice Sheets:
Past Exams: 2005 - 2006 - 2006-bis - 2007 - 2007-bis - 2008 - 2009
PART 2: NETWORK OPTIMIZATION
Topics covered:
- Optimization theory refresher
- Multicommodity flow models for network planning
- Optimal multi-path routing: feasible direction methods, flow-deviation, projected gradient
Lecture Notes:
