Application of cognitive techniques to network management and control

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Abstract

This paper describes the latest communications technologies emphasizing the need of dynamic network control and real-time management operations. It is advocated that many such operations can profit from cognitive learning based techniques that could drive many management or control operations. In that context a short overview of selected networking approaches like 3GPP Self Organizing Networks, Autonomic Network Management and Software-Defined Networking, with some references to existing cognitive approaches is given.

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Kukliński, S., Wytrebowicz, J., Dinh, K. T., & Tantar, E. (2014). Application of cognitive techniques to network management and control. Advances in Intelligent Systems and Computing, 288, 79–93. https://doi.org/10.1007/978-3-319-07494-8_7

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