TY - GEN
T1 - Fuzzy cloud service selection framework
AU - Tajvidi, Masoumeh
AU - Ranjan, Rajiv
AU - Kolodziej, Joanna
AU - Wang, Lizhe
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/11/26
Y1 - 2014/11/26
N2 - Cloud computing is the latest computing paradigm that delivers hardware and software resources as virtualization enabled services. Recently, cloud service selection has emerged as an important research problem due to large number of cloud providers and their diverse service configurations, multiple selection criteria, and customer's fuzzy perception of Quality of Service (QoS). In this paper, we propose a novel fuzzy logic framework for cloud service selection based on the individual QoS criteria of customers. In this model, the necessary service configuration and run-time QoS data is collected from reliable sources such as monitoring services, customers' feedbacks, and certified cloud providers' information. The obtained results from conducted case study shows validity and applicability of the proposed framework.
AB - Cloud computing is the latest computing paradigm that delivers hardware and software resources as virtualization enabled services. Recently, cloud service selection has emerged as an important research problem due to large number of cloud providers and their diverse service configurations, multiple selection criteria, and customer's fuzzy perception of Quality of Service (QoS). In this paper, we propose a novel fuzzy logic framework for cloud service selection based on the individual QoS criteria of customers. In this model, the necessary service configuration and run-time QoS data is collected from reliable sources such as monitoring services, customers' feedbacks, and certified cloud providers' information. The obtained results from conducted case study shows validity and applicability of the proposed framework.
KW - Cloud Provider
KW - Cloud Service Selection
KW - Fuzzy Logic
KW - Monitoring tools
KW - Multi-Criteria Decision Process
KW - User feedback
UR - http://www.scopus.com/inward/record.url?scp=84925868775&partnerID=8YFLogxK
U2 - 10.1109/CloudNet.2014.6969035
DO - 10.1109/CloudNet.2014.6969035
M3 - Conference contribution
T3 - 2014 IEEE 3rd International Conference on Cloud Networking, CloudNet 2014
SP - 443
EP - 448
BT - 2014 IEEE 3rd International Conference on Cloud Networking, CloudNet 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 3rd IEEE International Conference on Cloud Networking, CloudNet 2014
Y2 - 8 October 2014 through 10 October 2014
ER -