On introducing knowledge discovery capabilities in cloud-enabled small cells
View/Open
On introducing knowledge discovery capabilities in cloud-enabled small cells.pdf (1,625Mb) (Restricted access)
Request copy
Què és aquest botó?
Aquest botó permet demanar una còpia d'un document restringit a l'autor. Es mostra quan:
- Disposem del correu electrònic de l'autor
- El document té una mida inferior a 20 Mb
- Es tracta d'un document d'accés restringit per decisió de l'autor o d'un document d'accés restringit per política de l'editorial
Cita com:
hdl:2117/109058
Document typeConference report
Defense date2017
PublisherSpringer
Rights accessRestricted access - publisher's policy
European Commission's projectSESAME - Small cEllS coordinAtion for Multi-tenancy and Edge services (EC-H2020-671596)
Abstract
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.
CitationPerez-Romero, J., Sanchez, J., Sallent, J., Whitehead, A. On introducing knowledge discovery capabilities in cloud-enabled small cells. A: International Conference on Engineering Applications of Neural Networks. "Engineering Applications of Neural Networks: 18th International Conference, EANN 2017, Athens, Greece, August 25-27, 2017: proceedings". Athens: Springer, 2017, p. 680-692.
ISBN978-3-319-65171-2
Publisher versionhttps://link.springer.com/chapter/10.1007/978-3-319-65172-9_57
Files | Description | Size | Format | View |
---|---|---|---|---|
On introducing ... ud-enabled small cells.pdf![]() | 1,625Mb | Restricted access |
All rights reserved. This work is protected by the corresponding intellectual and industrial
property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public
communication or transformation of this work are prohibited without permission of the copyright holder