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A cognitive management framework for empowering the internet of things

Foteinos, V, Kelaidonis, D, Poulios, G, Stavroulaki, V, Vlacheas, P, Demestichas, P, Giaffreda, R, Biswas, AR, Menoret, S, Nguengang, G, Etelapera, M, Septimiu-Cosmin, N, Roelands, M, Visintainer, F and Moessner, K (2013) A cognitive management framework for empowering the internet of things Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7858 L. pp. 187-199.

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Abstract

This work presents a Cognitive Management framework for empowering the Internet of Things (IoT). This framework has the ability to dynamically adapt its behaviour, through self-management functionality, taking into account information and knowledge (obtained through machine learning) on the situation (e.g., internal status and status of environment), as well as policies (designating objectives, constraints, rules, etc.). Cognitive technologies constitute a unique and efficient approach for addressing the technological heterogeneity of the IoT and obtaining situation awareness, reliability and efficiency. The paper also presents a first indicative implementation of the proposed framework, comprising real sensors and actuators. The preliminary results of this work demonstrate high potential towards self-reconfigurable IoT. © The Author(s).

Item Type: Article
Divisions : Faculty of Engineering and Physical Sciences > Electronic Engineering > Centre for Communication Systems Research
Authors :
AuthorsEmailORCID
Foteinos, VUNSPECIFIEDUNSPECIFIED
Kelaidonis, DUNSPECIFIEDUNSPECIFIED
Poulios, GUNSPECIFIEDUNSPECIFIED
Stavroulaki, VUNSPECIFIEDUNSPECIFIED
Vlacheas, PUNSPECIFIEDUNSPECIFIED
Demestichas, PUNSPECIFIEDUNSPECIFIED
Giaffreda, RUNSPECIFIEDUNSPECIFIED
Biswas, ARUNSPECIFIEDUNSPECIFIED
Menoret, SUNSPECIFIEDUNSPECIFIED
Nguengang, GUNSPECIFIEDUNSPECIFIED
Etelapera, MUNSPECIFIEDUNSPECIFIED
Septimiu-Cosmin, NUNSPECIFIEDUNSPECIFIED
Roelands, MUNSPECIFIEDUNSPECIFIED
Visintainer, FUNSPECIFIEDUNSPECIFIED
Moessner, KUNSPECIFIEDUNSPECIFIED
Date : 2013
Identification Number : 10.1007/978-3-642-38082-2_16
Additional Information : © The Author(s). This article is published with open access at link.springer.com
Depositing User : Symplectic Elements
Date Deposited : 19 Sep 2014 17:49
Last Modified : 19 Sep 2014 17:49
URI: http://epubs.surrey.ac.uk/id/eprint/805967

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