DocumentCode
722979
Title
Profiled QoE based network controller
Author
Canale, Silvia ; Cimorelli, Federico ; Facchinei, Francisco ; Gambuti, Raffaele ; Palagi, Laura ; Suraci, Vincenzo
Author_Institution
Dept. of Comput., Univ. of Rome La Sapienza, Rome, Italy
fYear
2015
fDate
16-19 June 2015
Firstpage
1085
Lastpage
1091
Abstract
Internet evolution follows the customer needs, each algorithm, protocol, architecture, equipment, functionality succeeded when the users perceived a real benefit in using it. Taking into account the impact of customer experience when designing promising and future proof technologies is essential. In this paper we investigate how it is possible to control network resources on the base of the Quality of Experience (QoE), defined as the quality of service perceived by a user when using a specific service. QoE is a subjective measure and typically differs from objective and structured measures of quality of service that are under the service provider´s control. We consider the problem of identifying a set of QoE profiles that describes the user behavior when enjoying specific class of services, by analyzing the data related to the users´ feedback in different contextual scenarios. We formulated the mathematical model and performed a validation on the base of preliminary field trials.
Keywords
Internet; quality of experience; quality of service; Internet evolution; profiled QoE based network controller; quality of experience; quality of service; Clustering algorithms; Computer architecture; Internet; Loss measurement; Quality of service; Sensitivity; Adaptive evaluation system; network control; quality of experience; user feedback; user profiling;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location
Torremolinos
Type
conf
DOI
10.1109/MED.2015.7158901
Filename
7158901
Link To Document