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Knowledge-defined networking

Autor
Mestres, A.; Rodriguez, A.; Carner, J.; Barlet, P.; Alarcon, E.; Sole, M.; Muntés, V.; Meyer, D.; Barkai, S.; Hibbett, M.; Estrada, G.; Coras, F.; Ermagan, V.; Latapie, H.; Cassar, C.; Evans, J.; Walrand, J.; Albert Cabellos-Aparicio
Tipus d'activitat
Article en revista
Revista
Computer communication review
Data de publicació
2017-07-01
Volum
47
Número
3
Pàgina inicial
1
Pàgina final
10
DOI
https://doi.org/10.1145/3138808.3138810 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/108208 Obrir en finestra nova
https://arxiv.org/abs/1606.06222 Obrir en finestra nova
URL
https://dl.acm.org/citation.cfm?id=3138810 Obrir en finestra nova
Resum
The research community has considered in the past the application of Artificial Intelligence (AI) techniques to control and operate networks. A notable example is the Knowledge Plane proposed by D.Clark et al. However, such techniques have not been extensively prototyped or deployed in the field yet. In this paper, we explore the reasons for the lack of adoption and posit that the rise of two recent paradigms: Software-Defined Networking (SDN) and Network Analytics (NA), will facilitate the adop...
Citació
Mestres, A., Rodriguez, A., Carner, J., Barlet, P., Alarcon, E., Sole, M., Muntés, V., Meyer, D., Barkai, S., Hibbett, M., Estrada, G., Coras, F., Ermagan, V., Latapie, H., Cassar, C., Evans, J., Walrand, J., A. C. Knowledge-defined networking. "Computer communication review", 1 Juliol 2017, vol. 47, núm. 3, p. 1-10.
Paraules clau
Knowledge Plane, Knowledge-defined Networking, Machine Learning, Network Analytics, Nfv, Sdn
Grup de recerca
CBA - Sistemes de Comunicacions de Banda Ampla
EPIC - Disseny de circuits analògics integrats i de convertidors de potencia conmutats
PERC-UPC - Centre de Recerca d'Electrònica de Potència UPC

Participants

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