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Monitoring and analytics for the optimisation of cloud enabled small cells Pérez Romero, Jordi Riccobene, Vincenzo Schmidt, Florian Sallent Roig, Oriol Jimeno, Elisa Fernandez, Javier Flizikovski, Adam Giannoulakis, Ioannis Kafetzakis, E. Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions Universitat Politècnica de Catalunya. GRCM - Grup de Recerca en Comunicacions Mòbils Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Radiocomunicació i exploració electromagnètica::Comunicacions mòbils Mobile communication systems 5G Analytics Monitoring NFV Small cells as a service Telemetry decision making Monitoring Network function virtualization Telemetering Telemetering equipment Analytics Analytics tools Application scenario Cloud resource allocations Fifth generation (5g) Management procedures Radio access networks Small cells 5G mobile communication systems Comunicacions mòbils, Sistemes de With the wide range of application scenarios and associated requirements expected for the Fifth Generation (5G) networks, the increased complexity in the management of the network will require smart mechanisms able to collect a multitude of different metrics and to analyse them to extract the knowledge that can drive an efficient decision making. For this reason, future networks are expected to incorporate telemetry and analytics tools able to support the different management procedures. In this context, this paper presents the monitoring and analytics framework that is being developed by the 5G ESSENCE project for optimising the provision of Small Cell as a Service in multi-tenant scenarios. The paper discusses the different components of the framework and illustrates its capabilities for the optimisation of the cloud resource allocation and the Radio Access Network. Peer Reviewed Postprint (published version) 2018 Conference report Perez-Romero, J., Riccobene, V., Schmidt, F., Sallent, J., Jimeno, E., Fernandez, J., Flizikovski, A., Giannoulakis, I., Kafetzakis, E. Monitoring and analytics for the optimisation of cloud enabled small cells. A: IEEE International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks. "2018 IEEE 23rd International Workshop on Computer Aided Modeling and Design od Communication Links and Networks (CAMAD)". Institute of Electrical and Electronics Engineers (IEEE), 2018. 978-1-5386-6151-2 https://hdl.handle.net/2117/126101 10.1109/CAMAD.2018.8514948 eng https://ieeexplore.ieee.org/document/8514948 info:eu-repo/grantAgreement/EC/H2020/761592/EU/Embedded Network Services for 5G Experiences/5G ESSENCE Restricted access - publisher's policy application/pdf Institute of Electrical and Electronics Engineers (IEEE)