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Knowledge-defined networking

Author
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
Type of activity
Journal article
Journal
Computer communication review
Date of publication
2017-07-01
Volume
47
Number
3
First page
1
Last page
10
DOI
https://doi.org/10.1145/3138808.3138810 Open in new window
Repository
http://hdl.handle.net/2117/108208 Open in new window
https://arxiv.org/abs/1606.06222 Open in new window
URL
https://dl.acm.org/citation.cfm?id=3138810 Open in new window
Abstract
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...
Citation
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.
Keywords
Knowledge plane, Knowledge-defined networking, Machine learning, NFV, Network analytics, SDN
Group of research
CBA - Communications and Broadband Architectures Lab
EPIC - Energy Processing and Integrated Circuits
PERC-UPC - Power Electronics Research Centre

Participants

  • Mestres Sugrañes, Albert  (author)
  • Rodriguez Natal, Alberto  (author)
  • Carner Marsal, Josep  (author)
  • Barlet Ros, Pere  (author)
  • Alarcon Cot, Eduardo Jose  (author)
  • Solé Simó, Marc  (author)
  • Muntés Mulero, Victor  (author)
  • Meyer, David  (author)
  • Barkai, Sharon  (author)
  • Hibbett, Mike J.  (author)
  • Estrada, Giovani  (author)
  • Coras, Florin-Tudorel  (author)
  • Ermagan, Vina  (author)
  • Latapie, Hugo  (author)
  • Cassar, Chris  (author)
  • Evans, John  (author)
  • Walrand, Jean  (author)
  • Cabellos Aparicio, Alberto  (author)

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