Dynamic Pricing and Automated Resource Allocation for Complex Information Services
Author: Michael Schwind
Publisher: Springer Science & Business Media
Published: 2007-04-24
Total Pages: 305
ISBN-13: 3540680039
DOWNLOAD EBOOKThis book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, or grid systems.