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Comparisons of Heat Map and IFL Technique to Evaluate the Performance of Commercially Available Cloud Providers
Wagle, Shyam Sharan; Guzek, Mateusz; Bouvry, Pascal et al.
2016In IEEE (Ed.) 2016 IEEE 9th International Conference on Cloud Computing
Peer reviewed
 

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Keywords :
Cloud Computing; Decision Recommendation; Cloud Brokering; Evaluation; Performance Heat Map; IFL
Abstract :
[en] Cloud service providers (CSPs) offer different Ser- vice Level Agreements (SLAs) to the cloud users. Cloud Service Brokers (CSBs) provide multiple sets of alternatives to the cloud users according to users requirements. Generally, a CSB considers the service commitments of CSPs rather than the actual quality of CSPs services. To overcome this issue, the broker should verify the service performances while recommending cloud services to the cloud users, using all available data. In this paper, we compare our two approaches to do so: a min-max-min decomposition based on Intuitionistic Fuzzy Logic (IFL) and a Performance Heat Map technique, to evaluate the performance of commercially available cloud providers. While the IFL technique provides simple, total order of the evaluated CSPs, Performance Heat Map provides transparent and explanatory, yet consistent evaluation of service performance of commercially available CSPs. The identified drawbacks of the IFL technique are: 1) It does not return the accurate performance evaluation over multiple decision alternatives due to highly influenced by critical feedback of the evaluators; 2) Overall ranking of the CSPs is not as expected according to the performance measurement. As a result, we recommend to use performance Heat Map for this problem.
Disciplines :
Computer science
Author, co-author :
Wagle, Shyam Sharan ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Guzek, Mateusz ;  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)
Bisdorff, Raymond ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
External co-authors :
no
Language :
English
Title :
Comparisons of Heat Map and IFL Technique to Evaluate the Performance of Commercially Available Cloud Providers
Publication date :
2016
Event name :
Cloud2016
Event organizer :
IEEE
Event place :
Sanfrancisco, United States
Event date :
27-06-2016 to 02-07-2016
By request :
Yes
Audience :
International
Main work title :
2016 IEEE 9th International Conference on Cloud Computing
Author, co-author :
IEEE
Publisher :
IEEE, United States
ISBN/EAN :
2159-619016
Pages :
529-536
Peer reviewed :
Peer reviewed
Focus Area :
Computational Sciences
Funders :
INTER/CNRS/11/03) project
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