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Article Dans Une Revue International Transactions on Systems Science and Applications Année : 2009

The Knowledge Plane in Autonomic Networks

Résumé

Autonomic networking aims to give network components self-managing capabilities. Several autonomic architectures have been proposed. Each of these architectures includes sort of a knowledge plane which is very important to mimic an autonomic behavior. Knowledge plane has a central role for self-functions by providing suitable knowledge to equipment and needs to learn new strategies for more accuracy.However, defining knowledge plane's architecture is still a challenge for researchers. Specially, defining the way cognitive supports interact each other in knowledge plane and implementing them. Decision making process depends on these interactions between reasoning and learning parts of knowledge plane. In this paper we propose a knowledge plane's architecture based on machine learning (inductive logic programming) paradigm and situated view to deal with distributed environment. This architecture is focused on two self-functions that include all other self-functions: self-adaptation and self-organization. Study cases are given and implemented.
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Dates et versions

hal-00998119 , version 1 (30-05-2014)

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  • HAL Id : hal-00998119 , version 1

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Maissa Mbaye, Francine Krief. The Knowledge Plane in Autonomic Networks. International Transactions on Systems Science and Applications, 2009, pp.69-92. ⟨hal-00998119⟩

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