kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices

Author:

Alcalá-Marín Sergi12ORCID,Bazco-Nogueras Antonio1ORCID,Banchs Albert32ORCID,Fiore Marco1ORCID

Affiliation:

1. IMDEA Networks Institute, Madrid, Spain

2. University Carlos III of Madrid, Madrid, Spain

3. IMDEA Networks, Madrid, Spain

Funder

Horizon 2020 Framework Programme

Regional Government of Madrid

UNICO 5G I+D

Publisher

ACM

Reference38 articles.

1. S. Arora and A. Ksentini . 2021 . Dynamic Resource Allocation and Placement of Cloud Native Network Services. In IEEE Int. Conf. Commun. (ICC). 1--6. S. Arora and A. Ksentini. 2021. Dynamic Resource Allocation and Placement of Cloud Native Network Services. In IEEE Int. Conf. Commun. (ICC). 1--6.

2. D. Bega 2019 . DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning . In Proc. of IEEE INFOCOM. 1--9. D. Bega et al. 2019. DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning. In Proc. of IEEE INFOCOM. 1--9.

3. D. Bega , M. Gramaglia , A. B., V. Sciancalepore , K. Samdanis , and X. Costa-Perez . 2017. Optimising 5G infrastructure markets: The business of network slicing . In Proc. of IEEE INFOCOM. 1--9. D. Bega, M. Gramaglia, A. B., V. Sciancalepore, K. Samdanis, and X. Costa-Perez. 2017. Optimising 5G infrastructure markets: The business of network slicing. In Proc. of IEEE INFOCOM. 1--9.

4. W. Ben-Ameur , L. Cano , and T. Chahed . 2021. A framework for joint admission control, resource allocation and pricing for network slicing in 5G . In 2021 IEEE Global Communications Conf. (GLOBECOM). 1--6. W. Ben-Ameur, L. Cano, and T. Chahed. 2021. A framework for joint admission control, resource allocation and pricing for network slicing in 5G. In 2021 IEEE Global Communications Conf. (GLOBECOM). 1--6.

5. M. Burman and M. Gall. 2022. Ericsson and Red Hat empower service providers to build multi-vendor networks. M. Burman and M. Gall. 2022. Ericsson and Red Hat empower service providers to build multi-vendor networks.

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