Int. J. of Cloud Computing   »   2015 Vol.4, No.1

 

 

Title: Prediction of cost and performance of cloud applications

 

Authors: Massimiliano Rak; Antonio Cuomo; Umberto Villano; Giuseppe Aversano

 

Addresses:
Dipartimento di Ingegneria dell'Informazione, Seconda Università di Napoli, Aversa, Via Roma 29, Italy
Dipartimento di Ingegneria, Università del Sannio, Benevento, Palazzo Bosco Lucarelli, Italy
Dipartimento di Ingegneria, Università del Sannio, Benevento, Palazzo Bosco Lucarelli, Italy
Dipartimento di Ingegneria, Università del Sannio, Benevento, Palazzo Bosco Lucarelli, Italy

 

Abstract: The pay-per-use business model is one of the key factors for the success of the cloud computing paradigm: resources are acquired only when needed and charged on the basis of their actual usage. The execution of applications in the cloud implies costs that depend on the usage of the leased resources and on the resource pricing model adopted by the providers. This paper presents a technique to evaluate the tradeoff between costs and performance of cloud applications through the use of benchmarks and simulation. Given a mOSAIC cloud application, it is possible to predict performance indexes and resource consumption under generic workloads. This makes it possible to choose the deployment on the resources of the provider that guarantees the desired performance levels and minimises the costs for executing the application.

 

Keywords: discrete-event simulation; DES; performance prediction; cloud computing; cost prediction; cloud applications; resource pricing models; simulation; resource consumption; resource deployment.

 

DOI: 10.1504/IJCC.2015.067707

 

Int. J. of Cloud Computing, 2015 Vol.4, No.1, pp.28 - 46

 

Available online: 23 Feb 2015

 

 

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