Title :
Using Trust to reduce wasteful computation in open Desktop Grid Systems
Author :
Klejnowski, Lukas ; Bernard, Yvonne ; Müller-Schloer, Christian ; Hähner, Jörg
Author_Institution :
Inst. of Syst. Eng., Leibniz Univ. Hannover, Hannover, Germany
Abstract :
In this paper we present an open multi-agent based Desktop Grid System that improves the performance of cooperative clients while decreasing the performance of non-cooperative clients as an incentive for good conduct. This is achieved by trust-based job client and worker algorithms that take into account the local and global history of the credibility and reliability experiences between agents, as well as their current state. We show with simulation results that the algorithms provide performance increases by applying standard Desktop Grid performance metrics and evaluating the system in several scenarios with a varying number of disturbances to the system. In this paper, we focus on the task of minimising wasteful computation and thus increasing the benefit of grid participation for the agents.
Keywords :
grid computing; multi-agent systems; security of data; multiagent based desktop grid system; noncooperative clients; open desktop grid system; standard desktop grid performance metrics; trust based job client; wasteful computation reduction; worker algorithm; Adaptation models; Availability; Communities; Computer architecture; Measurement; Open systems; Adaptation; Agent architecture; Cooperative systems; Desktop grid; Grid Computing; Multi-agent system; Organic Computing; Trust;
Conference_Titel :
Privacy, Security and Trust (PST), 2012 Tenth Annual International Conference on
Conference_Location :
Paris
Print_ISBN :
978-1-4673-2323-9
Electronic_ISBN :
978-1-4673-2325-3
DOI :
10.1109/PST.2012.6297954