The full potential of Big Data Analytics (BDA) can be unleashed only by overcoming hurdles like the high architectural complexity and lack of transparency of Big Data toolkits, as well as the high cost and lack of legal clearance of data collection, access and processing procedures. We first discuss the notion of Big Data Analytics-as-a-Service (BDAaaS) to help potential users of BDA in overcoming such hurdles. We then present TOREADOR, a first approach to BDAaaS.
Toward model-based big data-as-a-service: The TOREADOR approach / E. Damiani, C.A. Ardagna, P. Ceravolo, N. Scarabottolo (LECTURE NOTES IN COMPUTER SCIENCE). - In: Advances in Databases and Information Systems / [a cura di] M. Kirikova, K. Nørvåg, G.A. Papadopoulos. - [s.l] : Springer Verlag, 2017. - ISBN 9783319669168. - pp. 3-9 (( Intervento presentato al 21. convegno ADBIS tenutosi a Nicosia nel 2017 [10.1007/978-3-319-66917-5_1].
Toward model-based big data-as-a-service: The TOREADOR approach
E. DamianiCo-primo
Membro del Collaboration Group
;C.A. ArdagnaCo-primo
Membro del Collaboration Group
;P. Ceravolo
Co-primo
Membro del Collaboration Group
;N. ScarabottoloCo-primo
Membro del Collaboration Group
2017
Abstract
The full potential of Big Data Analytics (BDA) can be unleashed only by overcoming hurdles like the high architectural complexity and lack of transparency of Big Data toolkits, as well as the high cost and lack of legal clearance of data collection, access and processing procedures. We first discuss the notion of Big Data Analytics-as-a-Service (BDAaaS) to help potential users of BDA in overcoming such hurdles. We then present TOREADOR, a first approach to BDAaaS.
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