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.

Profiled QoE based network controller / Canale, Silvia; Cimorelli, Federico; Facchinei, Francisco; Gambuti, Raffaele; Palagi, Laura; Suraci, Vincenzo. - (2015), pp. 1085-1091. (Intervento presentato al convegno 23rd Mediterranean Conference on Control and Automation, MED 2015 tenutosi a Torremolinos; Spain nel 2015) [10.1109/MED.2015.7158901].

Profiled QoE based network controller

CANALE, Silvia
;
CIMORELLI, FEDERICO
;
FACCHINEI, Francisco
;
GAMBUTI, RAFFAELE
;
PALAGI, Laura
;
SURACI, VINCENZO
2015

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.
2015
23rd Mediterranean Conference on Control and Automation, MED 2015
Adaptive evaluation system; network control; quality of experience; user feedback; user profiling; Control and Optimization; Control and Systems Engineering
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Profiled QoE based network controller / Canale, Silvia; Cimorelli, Federico; Facchinei, Francisco; Gambuti, Raffaele; Palagi, Laura; Suraci, Vincenzo. - (2015), pp. 1085-1091. (Intervento presentato al convegno 23rd Mediterranean Conference on Control and Automation, MED 2015 tenutosi a Torremolinos; Spain nel 2015) [10.1109/MED.2015.7158901].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/852588
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