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RAA:Task Scheduling Algorithm in Grid Computing Environment


Affiliations
1 Department of Computer Science, Jamal Mohamed College, Tiruchirappalli-20, Tamil Nadu, India
2 Department of Computer Science, Jamal Mohamed College, Tiruchirappalli, TN, India
3 Department of MCA, M.A.M. College of Engg, Trichirappalli, Tamil Nadu, India
     

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The purpose of grid computing is to produce a virtual supercomputer by using free resources available through widespread networks such as the Internet. Resource management and scheduling plays a crucial role in achieving high utilization of resources in grid computing environments. Due to heterogeneity of resources, scheduling an application is significantly complicated and challenging task in grid system. Most of the researches in this area are mainly focused to improve the performance of the grid system. In this paper, a new task scheduling algorithm called Resource Allocation Algorithm (RAA), is proposed to the resource allocation model with multiple load originating processors as an economic model. RAA first estimates the neighbour node details and most recently used resources to schedule a task. Linear programming approach is used to execute the Task Monitor which it avoids delay in the execution of large tasks and supports concurrency in the execution of large and small tasks. Experimental results proved that the proposed Algorithm (RAA) on scheduling independent tasks within grid environments achieves comparatively lower makespan and better solution in terms of cost and time.

Keywords

Gird Workflows, Workload Distribution, Economic Model, Cost Optimization, RAA Algorithm.
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  • RAA:Task Scheduling Algorithm in Grid Computing Environment

Abstract Views: 230  |  PDF Views: 2

Authors

J. Abuthahir
Department of Computer Science, Jamal Mohamed College, Tiruchirappalli-20, Tamil Nadu, India
S. Vaaheedha Kfatheen
Department of Computer Science, Jamal Mohamed College, Tiruchirappalli, TN, India
M. Nazreen Banu
Department of MCA, M.A.M. College of Engg, Trichirappalli, Tamil Nadu, India

Abstract


The purpose of grid computing is to produce a virtual supercomputer by using free resources available through widespread networks such as the Internet. Resource management and scheduling plays a crucial role in achieving high utilization of resources in grid computing environments. Due to heterogeneity of resources, scheduling an application is significantly complicated and challenging task in grid system. Most of the researches in this area are mainly focused to improve the performance of the grid system. In this paper, a new task scheduling algorithm called Resource Allocation Algorithm (RAA), is proposed to the resource allocation model with multiple load originating processors as an economic model. RAA first estimates the neighbour node details and most recently used resources to schedule a task. Linear programming approach is used to execute the Task Monitor which it avoids delay in the execution of large tasks and supports concurrency in the execution of large and small tasks. Experimental results proved that the proposed Algorithm (RAA) on scheduling independent tasks within grid environments achieves comparatively lower makespan and better solution in terms of cost and time.

Keywords


Gird Workflows, Workload Distribution, Economic Model, Cost Optimization, RAA Algorithm.