Game-based models of grid users' decisions in security aware scheduling / Joanna Kolodziej, Samee Ullah Khan, Lizhe Wang, Dan Chen // W: Large scale network-centric distributed systems / ed. by Hamid Sarbazi-Azad, ... więcej

Game-based models of grid users' decisions in security aware scheduling / Joanna Kolodziej, Samee Ullah Khan, Lizhe Wang, Dan Chen // W: Large scale network-centric distributed systems / ed. by Hamid Sarbazi-Azad, Albert Y. Zomaya. – Hoboken : IEEE Computer Society : John Wiley & Sons, 2014. – (Wiley series on parallel and distributed computing, ISSN 2688-8637). – S. 431-462 : schem., tab., wykr. – Tryb dostępu: https://onlinelibrary.wiley.com/doi/10.1002/9781118640708.ch18. – Bibliogr. 36 poz., Abstr. – doi: 10.1002/9781118640708.ch18. – ISBN 978-0-470-93688-7

This chapter summarizes our recent research on game-theoretical models of grid users’ behavior in security aware scheduling. The main scheduling attributes, generic model of security aware management ... więcej

This chapter summarizes our recent research on game-theoretical models of grid users’ behavior in security aware scheduling. The main scheduling attributes, generic model of security aware management in local grid clusters and several scenarios of users’ games are presented. Four GA-based hybrid schedulers have been implemented for the approximation of the equilibrium states of exemplary simple symmetric game of the grid end users. The proposed hybrid resolution methods are empirically evaluated through the grid simulator under the heterogeneity, security, large-scale and dynamics conditions.