Evolutionary Hierarchical Multi-Criteria Metaheuristics for Scheduling in Large-Scale Grid Systems

• Main Author: Kołodziej, Joanna (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Studies in Computational Intelligence, 419
• Subjects: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

One of the most challenging issues in modelling today's large-scale computational systems is to effectively manage highly parametrised distributed environments such as computational grids, clouds, ad hoc networks and P2P networks. Next-generation computational grids must provide a wide range of...

Table of Contents:

• Scheduling Problems in Grid Computing
• Multi-Level Genetic-Based Hierarchical Grid Schedulers
• Security-Driven Scheduling Model for Computational Grid using Multi-level Genetic Meta-heuristics
• Genetic Solutions to Green Scheduling in Computational Grids.