Abstract
As the Internet becomes more and more popular, the topic of pricing on the Internet has attracted a great deal of attention. In this thesis, we formulate pricing problems as optimization problems that achieve various objectives, including fairness and revenue maximization. We consider both cases with deterministic and random demands. For the case with random demands, we show via a simple example that quality of service may be achieved by appropriate pricing the resources. Our approach is based on the large deviation principle.