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Service-based Analy...
Service-based Analytics for 5G open experimentation platforms
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- Aumayr, E. (författare)
- Ericsson Research Lab, IRL
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- Caso, G. (författare)
- Simula Metropolitan Center for Digital Engineering, NOR
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- Bosneag, A. -M (författare)
- Ericsson Research Lab, IRL
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- Zayas, A. D. (författare)
- University of Malaga, ESP
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- Alay, Ö. (författare)
- Simula Metropolitan Center for Digital Engineering, NOR ; University of Oslo, NOR
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- Garcia, B. (författare)
- University of Malaga, ESP
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- Kousias, K. (författare)
- Simula Metropolitan Center for Digital Engineering, NOR
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- Brunström, Anna, 1967- (författare)
- Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013)
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- Gomez, P. M. (författare)
- University of Malaga, ESP
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- Koumaras, H. (författare)
- National Centre of Scientific Research Demokritos, GRC
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(creator_code:org_t)
- Elsevier B.V. 2022
- 2022
- Engelska.
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Ingår i: Computer Networks. - : Elsevier B.V.. - 1389-1286 .- 1872-7069. ; 205
- Relaterad länk:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Nyckelord
- 5G experimental platforms
- Analytics frameworks
- Microservices architecture
- Open source
- Benchmarking
- 5g experimental platform
- Analytic framework
- End-users
- Experimental platform
- Experimentation platforms
- Microservice architecture
- Open experimental platforms
- Open-source
- Service-based
- User experiments
- 5G mobile communication systems
- Computer Science
- Datavetenskap
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
Hitta via bibliotek
Till lärosätets databas
- Av författaren/redakt...
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Aumayr, E.
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Caso, G.
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Bosneag, A. -M
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Zayas, A. D.
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Alay, Ö.
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Garcia, B.
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visa fler...
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Kousias, K.
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Brunström, Anna, ...
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Gomez, P. M.
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Koumaras, H.
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visa färre...
- Om ämnet
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- NATURVETENSKAP
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NATURVETENSKAP
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och Data och informa ...
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och Datavetenskap
- Artiklar i publikationen
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Computer Network ...
- Av lärosätet
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Karlstads universitet