A cognitive management framework to support exploitation of the future internet of things

Gianmarco Baldini, Ranga Rao Vencatesha Prasad, Abdur Rahim Biswas, Klaus Moessner, Matti Eteläperä, Juha-Pekka Soininen, Septimiu-Cosmin Nechifor, Vera Stavroulaki, Vlacheas Panagiotis

    Research output: Contribution to journalArticleScientificpeer-review

    2 Citations (Scopus)

    Abstract

    In this article, a cognitive management framework is proposed for ensuring exploitation of the Future Internet of Things (FIoT). Cognitive systems offer self-x and learning. A cognitive system has the ability to dynamically select its behavior through self-management/awareness functionality, taking into account information and knowledge on the context of the operations as well as policies and including the generation of the context itself. The framework is based on the principle that any real world object and any digital object that is available, accessible, observable or controllable can have a virtual representation in the Future Internet, which is called Virtual Object (VO). Basic VOs can be composed in a more sophisticated way by forming Composite VOs (CVOs), which provide services to high-level applications and end-users. The described paradigm is applied to various applications scenarios: smart home, smart office, smart city and smart business. This paper presents some background in IoT, identifies the requirements and challenges, and sets the directions that should be followed.
    Original languageEnglish
    Pages (from-to)139-147
    Number of pages8
    JournalScalable Computing
    Volume13
    Issue number2
    Publication statusPublished - 2012
    MoE publication typeA1 Journal article-refereed

    Fingerprint

    Cognitive systems
    Internet
    Composite materials
    Industry
    Internet of things
    Smart city

    Keywords

    • Cognitive systems
    • internet of things
    • virtual objects
    • wireless communications

    Cite this

    Baldini, G., Prasad, R. R. V., Rahim Biswas, A., Moessner, K., Eteläperä, M., Soininen, J-P., ... Panagiotis, V. (2012). A cognitive management framework to support exploitation of the future internet of things. Scalable Computing, 13(2), 139-147.
    Baldini, Gianmarco ; Prasad, Ranga Rao Vencatesha ; Rahim Biswas, Abdur ; Moessner, Klaus ; Eteläperä, Matti ; Soininen, Juha-Pekka ; Nechifor, Septimiu-Cosmin ; Stavroulaki, Vera ; Panagiotis, Vlacheas. / A cognitive management framework to support exploitation of the future internet of things. In: Scalable Computing. 2012 ; Vol. 13, No. 2. pp. 139-147.
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    abstract = "In this article, a cognitive management framework is proposed for ensuring exploitation of the Future Internet of Things (FIoT). Cognitive systems offer self-x and learning. A cognitive system has the ability to dynamically select its behavior through self-management/awareness functionality, taking into account information and knowledge on the context of the operations as well as policies and including the generation of the context itself. The framework is based on the principle that any real world object and any digital object that is available, accessible, observable or controllable can have a virtual representation in the Future Internet, which is called Virtual Object (VO). Basic VOs can be composed in a more sophisticated way by forming Composite VOs (CVOs), which provide services to high-level applications and end-users. The described paradigm is applied to various applications scenarios: smart home, smart office, smart city and smart business. This paper presents some background in IoT, identifies the requirements and challenges, and sets the directions that should be followed.",
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    author = "Gianmarco Baldini and Prasad, {Ranga Rao Vencatesha} and {Rahim Biswas}, Abdur and Klaus Moessner and Matti Etel{\"a}per{\"a} and Juha-Pekka Soininen and Septimiu-Cosmin Nechifor and Vera Stavroulaki and Vlacheas Panagiotis",
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    Baldini, G, Prasad, RRV, Rahim Biswas, A, Moessner, K, Eteläperä, M, Soininen, J-P, Nechifor, S-C, Stavroulaki, V & Panagiotis, V 2012, 'A cognitive management framework to support exploitation of the future internet of things', Scalable Computing, vol. 13, no. 2, pp. 139-147.

    A cognitive management framework to support exploitation of the future internet of things. / Baldini, Gianmarco; Prasad, Ranga Rao Vencatesha; Rahim Biswas, Abdur; Moessner, Klaus; Eteläperä, Matti; Soininen, Juha-Pekka; Nechifor, Septimiu-Cosmin; Stavroulaki, Vera; Panagiotis, Vlacheas.

    In: Scalable Computing, Vol. 13, No. 2, 2012, p. 139-147.

    Research output: Contribution to journalArticleScientificpeer-review

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    AU - Baldini, Gianmarco

    AU - Prasad, Ranga Rao Vencatesha

    AU - Rahim Biswas, Abdur

    AU - Moessner, Klaus

    AU - Eteläperä, Matti

    AU - Soininen, Juha-Pekka

    AU - Nechifor, Septimiu-Cosmin

    AU - Stavroulaki, Vera

    AU - Panagiotis, Vlacheas

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    Baldini G, Prasad RRV, Rahim Biswas A, Moessner K, Eteläperä M, Soininen J-P et al. A cognitive management framework to support exploitation of the future internet of things. Scalable Computing. 2012;13(2):139-147.