Teaching

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
  • Internet traffic enginering by optimizing OSPF weights

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)  

 

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:

Past Exams: 2004 - 2005 - 2007 - 2008 - 2009