RT Journal Article
T1 Service-based Analytics for 5G Open Experimentation Platforms.
A1 Aumayr, Erik
A1 Caso, Giuseppe
A1 Bosneag, Anne-Maria
A1 Díaz-Zayas, Almudena
A1 Alay, Ozgu
A1 García, Bruno
A1 Kousias, Konstantinos
A1 Brunstom, Anna
A1 Merino-Gómez, Pedro
A1 Koumaras, Harilaos
K1 Arquitectura de ordenadores
AB A scalable, flexible and reliable Analytics service has become a requirement toward building efficient Fifth Generation (5G) experimental platforms that can support a suite of end-user experiments and verticals. Our paper presents the challenges that come with designing such a service-based Analytics component, and shows how we have used it in the context of open experimental platforms in the 5GENESIS project. Our Analytics service was designed both for enabling the efficient setup and configuration of the underlying platform, and also for ensuring that it provides useful insights into the experimentation Key Performance Indicators (KPIs) toward the end-user. Thus, Analytics proved to be a useful tool across several stages, starting from ensuring correct operation during the initial phases of the network setup and continuing into the normal day-to-day experimentation. Our experiments show how the tool was used in our setup and provide information on how to apply it to different environments. The Analytics component, designed as a set of microservices that serve several goals in the analytics workflow, is also provided as open source, being part of the Open5Genesis suite.
PB Elsevier
YR 2022
FD 2022-01-07
LK https://hdl.handle.net/10630/29965
UL https://hdl.handle.net/10630/29965
LA eng
NO Erik Aumayr, Giuseppe Caso, Anne-Marie Bosneag, Almudena Diaz Zayas, Özgü Alay, Bruno Garcia, Konstantinos Kousias, Anna Brünstrom, Pedro Merino Gomez, Harilaos Koumaras, Service-based Analytics for 5G open experimentation platforms, Computer Networks, Volume 205, 2022, 108740, ISSN 1389-1286
DS RIUMA. Repositorio Institucional de la Universidad de Málaga
RD 20 ene 2026