publication . Conference object . Other literature type . 2017

A Model-Driven Methodology for Big Data Analytics-as-a-Service

Damiani, Ernesto; Ardagna, Claudio Agostino; Ceravolo, Paolo; Bellandi, Valerio; Bezzi, Michele; Hebert, Cedric;
Open Access
  • Published: 31 Aug 2017
Abstract
The Big Data revolution has promised to build a data-driven ecosystem where better decisions are supported by enhanced analytics and data management. However, critical issues still need to be solved in the road that leads to commodization of Big Data Analytics, such as the management of Big Data complexity and the protection of data security and privacy. In this paper, we focus on the first issue and propose a methodology based on Model Driven Engineering (MDE) that aims to substantially lower the amount of competences needed in the management of a Big Data pipeline and to support automation of Big Data analytics. The proposal is experimentally evaluated in a re...
Subjects
free text keywords: Big Data, Model-Driven Architecture, OWL-S
Funded by
EC| TOREADOR
Project
TOREADOR
TrustwOrthy model-awaRE Analytics Data platfORm
  • Funder: European Commission (EC)
  • Project Code: 688797
  • Funding stream: H2020 | RIA
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ZENODO
Conference object . 2017
Provider: ZENODO
Zenodo
Other literature type . 2017
Provider: Datacite
Zenodo
Other literature type . 2017
Provider: Datacite
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