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Joint VNF Placement and CPU Allocation in 5G
- Source :
- INFOCOM, e-Archivo. Repositorio Institucional de la Universidad Carlos III de Madrid, instname
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Thanks to network slicing, 5G networks will support a variety of services in a flexible and swift manner. In this context, we seek to make high-quality, joint optimal decisions concerning the placement of VNFs across the physical hosts for realizing the services, and the allocation of CPU resources in VNFs sharing a host. To this end, we present a queuing-based system model, accounting for all the entities involved in 5G networks. Then, we propose a fast and efficient solution strategy yielding nearoptimal decisions.We evaluate our approach in multiple scenarios that well represent real-world services, and find it to consistently outperform state-of-the-art alternatives and closely match the optimum. This work is partially supported by the European Commission through the H2020 5G-TRANSFORMER project (Project ID 761536) En prensa
- Subjects :
- Telecomunicaciones
network slicing
optimisation
Computer science
Distributed computing
Quality of service
5G, network slicing, vertical support, queuing networks, optimisation
queuing networks
020206 networking & telecommunications
Context (language use)
02 engineering and technology
System model
vertical support
Server
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Resource management
Routing (electronic design automation)
Host (network)
5G
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- IEEE INFOCOM 2018 - IEEE Conference on Computer Communications
- Accession number :
- edsair.doi.dedup.....214418c68aa29e0016a3242766555280