Decision Model for Cloud Computing under SLA Constraints

Artur Andrzejak 1 Derrick Kondo 2 Sangho Yi 2
2 MESCAL - Middleware efficiently scalable
Inria Grenoble - Rhône-Alpes, LIG - Laboratoire d'Informatique de Grenoble
Abstract : With the recent introduction of Spot Instances in the Amazon Elastic Compute Cloud (EC2), users can bid for resources and thus control the balance of reliability versus monetary costs. A critical challenge is to determine bid prices that minimize monetary costs for a user while meeting Service Level Agreement (SLA) constraints (for example, sufficient re- source availability to complete a computation within a desired deadline). We propose a probabilistic model for the optimization of monetary costs, performance, and reliability, given user and application requirements and dynamic conditions. Using real instance price traces and workload models, we evaluate our model and demonstrate how users should bid optimally on Spot Instances to reach different objectives with desired levels of confidence.
Type de document :
Rapport
[Research Report] 2010
Liste complète des métadonnées

Littérature citée [13 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/inria-00474849
Contributeur : Derrick Kondo <>
Soumis le : mercredi 21 avril 2010 - 08:34:45
Dernière modification le : jeudi 11 octobre 2018 - 08:48:02
Document(s) archivé(s) le : lundi 22 octobre 2012 - 15:15:14

Fichier

ec2pricesA_final.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : inria-00474849, version 1

Collections

Citation

Artur Andrzejak, Derrick Kondo, Sangho Yi. Decision Model for Cloud Computing under SLA Constraints. [Research Report] 2010. 〈inria-00474849〉

Partager

Métriques

Consultations de la notice

1157

Téléchargements de fichiers

3511