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Performance measurement for cloud computing applications using ISO 25010 standard characteristics

Ravanello, A. et Desharnais, Jean-Marc et Bautista Villalpando, L. E. et April, Alain et Gherbi, Abdelouahed. 2014. « Performance measurement for cloud computing applications using ISO 25010 standard characteristics ». In 2014 Joint Conference of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement. (IWSM-MENSURA). Proceedings (Rotterdam, Netherlands, Oct. 6-8, 2014), p. 41-49. Los Alamitos, CA, USA : IEEE Computer Society.

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Résumé

Measuring the performance of cloud computing-based applications using ISO quality characteristics is a complex activity for various reasons, among them the complexity of the typical cloud computing infrastructure on which an application operates. To address this issue, the authors use Bautista’s proposed performance measurement framework [1] on log data from an actual data center to map and statistically analyze one of the ISO quality characteristics: time behavior. This empirical case study was conducted on an industry private cloud. The results of the study demonstrate that it is possible to use the proposed performance measurement framework in a cloud computing context. They also show that the framework holds great promise for expanding the experimentation to other ISO quality characteristics, larger volumes of data, and other statistical techniques that could be used to analyze performance.

Type de document: Compte rendu de conférence
Professeur:
Professeur
Desharnais, Jean-Marc
April, Alain
Gherbi, Abdelouahed
Affiliation: Génie logiciel et des technologies de l'information
Date de dépôt: 25 févr. 2015 21:50
Dernière modification: 24 févr. 2017 14:57
URI: http://espace2.etsmtl.ca/id/eprint/9324

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