Cloud Computing; Service Level Agreement; SLA Assurance; Data Centers; Simulation; Virtual Machine Migration
Résumé :
[en] Cloud computing uses internet data centers
to host applications and data storage. Cloud computing
resources and services are offered to customers
on pay-per-use model while the quality of the offered
resources and services are defined using service level
agreements also known as SLAs. Unfortunately, there
is no standard mechanism to verify and assure that
services delivered by the cloud provider satisfy the
SLA agreement in an automatic way. To fill this gap
we propose a framework for SLA assurance, which
can be used by both cloud providers and cloud users.
The proposed framework assesses performance of cloud
applications with and without introducing system and
component failures and then helps to resolve or mitigate
failures to assure the required quality of cloud
applications. The evaluation results obtained through
simulations and using testbed experiments demonstrate
good agreement with the design objectives.
Disciplines :
Sciences informatiques
Auteur, co-auteur :
IBRAHIM, Abdallah Ali Zainelabden Abdallah ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
KLIAZOVICH, Dzmitry ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
BOUVRY, Pascal ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Co-auteurs externes :
no
Langue du document :
Anglais
Titre :
On Service Level Agreement Assurance in Cloud Computing Data Centers
Date de publication/diffusion :
27 juin 2016
Nom de la manifestation :
9th IEEE International Conference on Cloud Computing (CLOUD)
Lieu de la manifestation :
San Francisco, California, Etats-Unis
Date de la manifestation :
from 27-06-2016 to 2-07-2016
Sur invitation :
Oui
Manifestation à portée :
International
Titre de l'ouvrage principal :
IEEE 9th International Conference on Cloud Computing (CLOUD), San Francisco, USA (June 2016)
P. Patel, A. Ranabahu, and A. Sheth, "Service Level Agreement in Cloud Computing," The Ohio Center of Excellence in Knowledge-Enabled Computing (Kno.e.sis), 2009.
M. Ali and M. H.Miraz, "Cloud Computing Applications," Internaional Conference on Cloud Compuing and eGovernance, 2013.
T. Wood, P. Shenoy, A. Venkataramani, and M. Yousif, "Sandpiper:Black-box and gray-box resource management for virtual machines," Computer Networks, vol. 53, no. 17, p. 2923:2938, 2009.
A. Roy, R. Ganesan, and S. Sarkar, "Keep It Moving: Proactive workload management for reducing SLA violations in large scale SaaS clouds," IEEE 24th International Symposium on Software Reliability Engineering (ISSRE), 2013.
A. Ibrahim, D. Kliazovich, and P. Bouvry, "Service Level Agreement Assurance between Cloud Services Providers and Cloud Customers," 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, 2016.
Z. Shen, S. Subbiah, X. Gu, and J. Wilkes, "Cloudscale: elastic resource scaling for multi-tenant cloud systems," in Proc. SOCC. ACM, pp. 5-19, 2011.
S. S. Wagle, "SLA Assured Brokering (SAB) and CSP Certification in Cloud Computing," IEEE/ACM 7th International Conference on Utility and Cloud Computing, 2014.
P. Gill, N. Jain, and N. Nagappan, "Understanding Network Failures in Data Centers: Measurement, Analysis, and Implications," ACM, SIGCOMM 11, Toronto, Ontario, Canada, August, 2011.
P. Meeneghan and D. Delaney, "An Introduction to NS, Nam and OTcl scripting," National University of Ireland, April 2004.
D. Kliazovich, P. Bouvry, and S. U. Khan, "GreenCloud: A Packetlevel Simulator of Energy-aware Cloud Computing Data Centers," Journal of Supercomputing, vol. 62, no. 3, p. 1263:1283, 2012.