Title :
Resource requirement prioritized grid scheduling model
Author :
Bhatia, Manjot ; Bhatia, M.S.
Abstract :
Grid computing is a high performance computing environment to solve larger scale computational demands. Grid computing contains resource management, task scheduling, security problems, information management and so on. Task scheduling in an important aspect of distributed computing. As grid computing is a form of distributed computing with heterogeneous resources working in a shared environment with no central control. The main aim of Grid scheduling is to increase the system throughput and to satisfy the job requirements from the available resources. This work proposes a resource requirement (R2) prioritized task-scheduling algorithm for grid computing. This algorithm is based on prioritizing the resource requirement of the jobs which schedules the jobs taking into account the memory requirement of the jobs. It is named as the scheduling algorithm. It is compared with one of the widely used grid scheduling algorithm MinMin and has been tested in simulated grid environment. The experimental results showed a significant improvement of in terms of a makespan and system utilization.
Keywords :
grid computing; resource allocation; scheduling; MinMin algorithm; distributed computing; grid computing; high performance computing; information management; memory requirement; resource management; resource requirement prioritized grid scheduling model; security problems; task scheduling; Grid computing; Memory management; Scheduling; Scheduling algorithms; Throughput; Distributed environment; Grid computing; Task Scheduling; requirement based scheduling;
Conference_Titel :
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location :
Udaipur
Print_ISBN :
978-1-4577-0239-6
DOI :
10.1109/ETNCC.2011.6255927