A simple GRID system model for estimating a job scheduling algorithm impact on power consumption

Authors

  • I. L. Kaftannikov South Ural State University
  • K. M. Khankin South Ural State University

Keywords:

grid, power consumption, scheduling algorithm

Abstract

The model of GRID system including two clusters is described. Model is created by simulation in AnyLogic. The main purpose of the model is to estimate the impact of GRID broker scheduling algorithm on GRID power consumption. Model displays task scheduling process and counts average power consumption by task, average local queues length, average waiting time in queues and probability distribution for average waiting time. The scheduling algorithm that makes power consumption lower is described and compared with algorithm of queue length equality. Described algorithm performs scheduling by the criterion of graphic processing unit presence on the cluster and implementation for the GPU presence in task.

Author Biographies

I. L. Kaftannikov, South Ural State University

канд. техн. наук, доцент кафедры ЭВМ

K. M. Khankin, South Ural State University

аспирант кафедры ЭВМ

References

Ханкин, К.М. Сравнение эффективности технологий OpenMP, nVidia CUDA и StarPU на примере задачи умножения матриц / К.М. Ханкин // Вестник ЮУрГУ. Серия «Компьютерные технологии, управление, радиоэлектроника». – 2013. – Т. 13, № 1. – С. 34–41.

Review: Intel Xeon E5-2600 Eight-Core CPUs / Tom's IT Pro. – http://www.tomsitpro.com/articles/xeon-e5-2687w-benchmark-review-cores,2-288-11.html

TESLA™ C2050/C2070 GPU Computing Processor. Supercomputing at 1/10th the cost. / NVIDIA Corporation. – www.nvidia.com/docs/IO/43395/ NV_DS_Tesla_C2050_C2070_jul10_lores.pdf

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Published

2014-01-27

Issue

Vol. 13 No. 2 (2013)

Section

Short messages