Title :
A Study on the Performance of Oracle Grid Engine for Computing Intensive Applications
Author :
Kolici, Vladi ; Herrero, Albert ; Xhafa, Fatos ; Barolli, Leonard
Author_Institution :
Polytech. Univ. of Tirana, Tirana, Albania
Abstract :
Computing intensive applications are an important family of applications in distributed computing domain. They have been object of study using different distributed computing paradigms and infrastructures. Such applications distinguish for their demanding needs for CPU computing, independently of the amount of data associated with the problem instance. Among computing intensive applications, there are applications based on simulations, aiming to maximize system resources for processing large computations for simulation. In this paper, we consider an application that simulates scheduling and resource allocation in a Grid computing system using Genetic Algorithms. In such application, a rather large number of simulations is needed to extract meaningful statistical results about the behaviour of the simulation results. We study the performance of Oracle Grid Engine for such application running in a Cluster of high computing capacities. Several scenarios were generated to measure the response time and queuing time under different workloads and number of nodes in the cluster.
Keywords :
genetic algorithms; grid computing; parallel processing; resource allocation; scheduling; CPU computing; Oracle Grid Engine; computing intensive application; distributed computing domain; distributed computing paradigm; genetic algorithm; grid computing system; high computing capacity; infrastructure; processing large computation; queuing time; resource allocation; scheduling; Cloud computing; Computational modeling; Genetic algorithms; Grid computing; Processor scheduling; Scheduling; Time factors; Cloud Computing; Computing Intensive Applications; Genetic Algorithms; Grid Computing; Oracle Grid Engine; Scheduling; Simulation;
Conference_Titel :
Intelligent Networking and Collaborative Systems (INCoS), 2014 International Conference on
Print_ISBN :
978-1-4799-6386-7
DOI :
10.1109/INCoS.2014.39