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SaaS enabled admission control for MCMC simulation in cloud computing infrastructures

SaaS enabled admission control for MCMC simulation in cloud computing infrastructures

  Intitulé de l'article

 

 

SaaS enabled admission control for MCMC simulation in cloud computing infrastructures

 Revue

Computer Physics Communications

 Date de publication

February 2017

 Auteurs

J.L. Vázquez-Polettia ;

R. Moreno-Vozmedianoa;

R. Hanb;

W. Wangc;

I.M. Llorentea

Abstract

Markov Chain Monte Carlo (MCMC) methods are widely used in the field of simulation and modelling of materials, producing applications that require a great amount of computational resources. Cloud computing represents a seamless source for these resources in the form of HPC. However, resource over-consumption can be an important drawback, specially if the cloud provision process is not appropriately optimized. In the present contribution we propose a two-level solution that, on one hand, takes advantage of approximate computing for reducing the resource demand and on the other, uses admission control policies for guaranteeing an optimal provision to running applications.

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