TY - GEN
T1 - Towards data-as-a-service provisioning with high-quality data
AU - Badidi, Elarbi
AU - Routaib, Hayat
AU - El Koutbi, Mohammed
N1 - Publisher Copyright:
© Springer Science+Business Media Singapore 2017.
PY - 2017
Y1 - 2017
N2 - 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.
AB - 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.
KW - Cloud computing
KW - DaaS selection
KW - Quality-of-data
KW - Smart cities
UR - http://www.scopus.com/inward/record.url?scp=84996995662&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84996995662&partnerID=8YFLogxK
U2 - 10.1007/978-981-10-1627-1_48
DO - 10.1007/978-981-10-1627-1_48
M3 - Conference contribution
AN - SCOPUS:84996995662
SN - 9789811016264
T3 - Lecture Notes in Electrical Engineering
SP - 611
EP - 623
BT - Advances in Ubiquitous Networking 2 - Proceedings of the UNet ’ 16
A2 - Benjillali, Mustapha
A2 - El-Azouzi, Rachid
A2 - Menasché, Daniel Sadoc
A2 - Sabir, Essaïd
A2 - De Pellegrini, Francesco
PB - Springer Verlag
T2 - International Symposium on Ubiquitous Networking, UNet 2016
Y2 - 30 May 2016 through 1 June 2016
ER -