Network Architecture and Algorithms via Optimization – Syllabus

Network Architecture and Algorithms via Optimization

  1. Mathematical Background: Convex Optimization, Stability of Dynamical
    Systems and Discrete-time Markov Chains

  2. Utility Maximization and Resource Allocation in the Internet
  3. Statistical Multiplexing at Links
  4. Scheduling in High-Speed Switches
  5. Scheduling in Wireless Networks
  6. Utility Maximization for Joint Congestion Control, Routing and
    Scheduling

  7. Distributed Algorithms and Complexity