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Towards Data-as-a-Service Provisioning with High-Quality Data

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Book cover Advances in Ubiquitous Networking 2 (UNet 2016)

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 397))

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Abstract

Given the large amount of sensed data by IoT devices and various wireless sensor networks, traditional data services lack the necessary resources to store and process that data, as well as to disseminate high-quality data to a variety of potential consumers. In this paper, we propose a framework for Data as a Service (DaaS) provisioning, which relies on deploying DaaS services on the cloud and using a DaaS agency to mediate between data consumers and DaaS services using a publish/subscribe model. Furthermore, we describe a decision algorithm for the selection of appropriate DaaS services that can fulfill consumers’ requests for high-quality data. One of the benefits of the proposed approach is the elasticity of the cloud resources used by DaaS services. Moreover, the selection algorithm allows ranking DaaS services by matching their quality-of-data (QoD) offers against the QoD needs of the data consumer.

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Author information

Authors and Affiliations

  1. College of Information Technology, United Arab Emirates University, Al-Ain, United Arab Emirates

    Elarbi Badidi

  2. MIS Team, ENSIAS, Mohamed V University, Rabat, Morocco

    Hayat Routaib & Mohammed El Koutbi

Authors
  1. Elarbi Badidi
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  2. Hayat Routaib
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  3. Mohammed El Koutbi
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Corresponding author

Correspondence to Elarbi Badidi .

Editor information

Editors and Affiliations

  1. Computer Science Laboratory (LIA), University of Avignon, Avignon, France

    Rachid El-Azouzi

  2. Federal University of Rio de Janeiro, Rio de Janeiro, Brazil

    Daniel Sadoc Menasche

  3. Hassan II University of Casablanca, ENSEM, Casablanca, Morocco

    EssaĂŻd Sabir

  4. CREATE-NET, Trento, Italy

    Francesco De Pellegrini

  5. INPT, Rabat, Morocco

    Mustapha Benjillali

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© 2017 Springer Science+Business Media Singapore

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Badidi, E., Routaib, H., El Koutbi, M. (2017). Towards Data-as-a-Service Provisioning with High-Quality Data. In: El-Azouzi, R., Menasche, D.S., Sabir, E., De Pellegrini, F., Benjillali, M. (eds) Advances in Ubiquitous Networking 2. UNet 2016. Lecture Notes in Electrical Engineering, vol 397. Springer, Singapore. https://doi.org/10.1007/978-981-10-1627-1_48

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  • DOI: https://doi.org/10.1007/978-981-10-1627-1_48

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-1626-4

  • Online ISBN: 978-981-10-1627-1

  • eBook Packages: EngineeringEngineering (R0)

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