Probabilistic QoS Analysis of Web Services - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2013

Probabilistic QoS Analysis of Web Services

Waseem Ahmed
  • Fonction : Auteur
  • PersonId : 1006892
Yong Wei Wu
  • Fonction : Auteur
  • PersonId : 1006893

Résumé

In such a competitive world, quality assurance can make the difference between a successful business and bankruptcy. For Internet services, the presence of low performance servers, high latency or overall poor service quality can translate into lost sales, user frustration and customers lost. In this paper, we propose a novel method for QoS metrification based on Hidden Markov Models. The techniques we show can be used to measure and predict the behavior of Web Services under several criteria, and can thus be used to rank services quantitatively rather than just qualitatively. We demonstrate the feasibility and usefulness of our methodology by drawing experiments on real world data. Our results have shown how our proposed methods can help the user to automatically select the best available Web Service based on several metrics, among them system predictability and response times variability.
Fichier principal
Vignette du fichier
978-3-642-40820-5_33_Chapter.pdf (451.91 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01513761 , version 1 (25-04-2017)

Licence

Paternité

Identifiants

Citer

Waseem Ahmed, Yong Wei Wu. Probabilistic QoS Analysis of Web Services. 10th International Conference on Network and Parallel Computing (NPC), Sep 2013, Guiyang, China. pp.393-404, ⟨10.1007/978-3-642-40820-5_33⟩. ⟨hal-01513761⟩
39 Consultations
89 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More