Peer-to-Peer Desktop Grids Based on an Adaptive Decentralized Scheduling Mechanism
Hesham Ali, Ahmed I. Saleh, Amany Mahmoud Sarhan, Abdulrahman A. Azab · International Journal of Grid and High Performance Computing · 2010
This article proposes an adaptive fuzzy logic based decentralized scheduling mechanism that will be suitable for dynamic computing environment in which matchmaking is achieved between resource requirements of outstanding tasks and resource capabilities of available workers. Feasibility of the proposed method is done via real time system. Experimental results show that implementing the proposed fuzzy matchmaking based scheduling mechanism maximized the resource utilization of executing workers without exceeding the maximum execution time of the task. It is concluded that the efficiency of FMA-based decentralized scheduling, in the case of parallel execution, is reduced by increasing the number of subtasks.