**Resource Allocation and
Pricing**

**References**

**Resource Allocation**

**Utility Functions**

**Kelly’s System Problem**

**Issues**

**Computing Source Rates**

**Source Algorithm**

**Computing Lagrange
Multipliers**

**Link Algorithm**

**Network Solution**

**Proportional Fairness**

**Pricing**

**Optimal User Strategy**

**Distributed Computation**

**Price Takers vs. Strategic
Users**

**Efficiency and Competition**

**Recap**

**Convergence**

**Solution**

**Congestion Control**

**Stability**

**Recall Primal-Dual
Algorithm**

**Lyapunov function**

**Vickrey-Clarke-Groves (VCG)
Mechanism**

**Truth-Telling is optimal**

**Comparing Kelly and VCG**

**Other Pricing**

**Modeling Delays**

**Window Flow Control**

**Differential Equation - I**

**Differential Equation - II**

**Delays**

**Network Stability?**

**Arrivals and Departures**

**Connection-Level Model**

**Part II**