Title:
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On introducing knowledge discovery capabilities in cloud-enabled small cells
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Author:
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Pérez Romero, Jordi; Sánchez González, Juan; Sallent Roig, José Oriol; Whitehead, Alan
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Other authors:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils |
Abstract:
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The application of Artificial Intelligence (AI)-based knowledge discovery mechanisms for supporting the automation of wireless network operations is envisaged to fertilize in future Fifth Generation (5G) systems due to the stringent requirements of these systems and to the advent of big data analytics. This paper intends to elaborate on the demonstration of knowledge discovery capabilities in the context of the architecture proposed by the Small cEllS coordinAtion for Multi-tenancy and Edge services (SESAME) project that deals with multi-operator cloud-enabled small cells. Specifically, the paper presents the considered demonstration framework and particularizes it for supporting an energy saving functionality through the classification of cells depending on whether they can be switched off during certain times. The framework is illustrated with some results obtained from real small cell deployments. |
Abstract:
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Peer Reviewed |
Subject(s):
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-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Telemàtica i xarxes d'ordinadors -Àrees temàtiques de la UPC::Informàtica -Neural networks (Computer science) -Virtual computer systems -Knowledge discovery -Small cells -Classification -Energy saving -Xarxes neuronals (Informàtica) -Sistemes virtuals (Informàtica) |
Rights:
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Document type:
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Article - Published version Conference Object |
Published by:
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Springer
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