Dynamic pricing and automated resource allocation for complex information services : Reinforcement learning and combinatorial auctions

This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. The author presents two methods, both of which using the users’ willingness-to-pay to control the allocation process. The author generates a method to calculate dynamic resource prices.