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TOREADOR

TrustwOrthy model-awaRE Analytics Data platfORm

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

TOREADOR project word cloud

Explore the words cloud of the TOREADOR project. It provides you a very rough idea of what is the project "TOREADOR" about.

strategies expensive life architectural hurdles acquisition until artefacts accurate security overcoming negotiating framework privacy toreador mbdaaas house abstract choosing cycle advantage parallelisation models smes planning companies overcome detailing storage budget enactment hurdle price driving model expertise commoditisation compliance competitive prevented full data suitable benefits customer once consultancy sources entire preparation machine presentation reaping opacity easily automation parallel readable diversity competition bda handling ensue service domain automatically algorithm demand regulations analytics either components deployment besides services auditing agreements timing representing standardisation accuracy takes distributed automatised big substantial lack

Project "TOREADOR" data sheet

The following table provides information about the project.

Coordinator	CONSORZIO INTERUNIVERSITARIO NAZIONALE PER L'INFORMATICA Organization address address: VIA ARIOSTO 25 city: ROMA postcode: 185 website: www.consorzio-cini.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Italy [IT]
Project website	http://www.toreador-project.eu
Total cost	6˙311˙218 €
EC max contribution	6˙311˙218 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2015
Funding Scheme	RIA
Starting year	2016
Duration (year-month-day)	from 2016-01-01 to 2018-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	CONSORZIO INTERUNIVERSITARIO NAZIONALE PER L'INFORMATICA CONSORZIO INTERUNIVERSITARIO NAZIONALE PER L'INFORMATICA Organization address address: VIA ARIOSTO 25 city: ROMA postcode: 185 website: www.consorzio-cini.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	coordinator	1˙197˙750.00
2	SAP SE SAP SE Organization address address: DIETMAR HOPP ALLEE 16 city: WALLDORF postcode: 69190 website: www.sap.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (WALLDORF)	participant	975˙875.00
3	ENGINEERING - INGEGNERIA INFORMATICA SPA ENGINEERING - INGEGNERIA INFORMATICA SPA Organization address address: PIAZZALE DELL'AGRICOLTURA 24 city: ROMA postcode: 144 website: www.eng.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (ROMA)	participant	793˙750.00
4	BIRD & BIRD LLP BIRD & BIRD LLP Organization address address: 12 NEW FETTER LANE city: LONDON postcode: EC4A 1JP website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	participant	706˙750.00
5	CITY UNIVERSITY OF LONDON CITY UNIVERSITY OF LONDON Organization address address: NORTHAMPTON SQUARE city: LONDON postcode: EC1V 0HB website: www.city.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	participant	499˙437.00
6	ATOS SPAIN SA ATOS SPAIN SA Organization address address: CALLE DE ALBARRACIN 25 city: MADRID postcode: 28037 website: www.atos.net contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	488˙750.00
7	Lightsource Renewable Energy Holdings Limited Lightsource Renewable Energy Holdings Limited Organization address address: 7th Floor 33 Holborn city: LONDON postcode: EC1N 2HT website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	participant	471˙250.00
8	TAIGER SPAIN SL TAIGER SPAIN SL Organization address address: CALLE APOLONIO MORALES 13 LOCAL H city: MADRID postcode: 28036 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	415˙156.00
9	DISTRETTO TECNOLOGICO AEROSPAZIALE S.C. A R.L. DISTRETTO TECNOLOGICO AEROSPAZIALE S.C. A R.L. Organization address address: S STAT 7 APPIA KM 706+030 CITTADELLA DELLE RICERCA city: BRINDISI postcode: 72100 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (BRINDISI)	participant	398˙750.00
10	JOT INTERNET MEDIA ESPAÑA SL JOT INTERNET MEDIA ESPAÑA SL Organization address address: GENERAL RAMIREZ DE MADRID Nº8, 3ªPLANTA city: Madrid postcode: 28020 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (Madrid)	participant	363˙750.00

Map

Project objective

The TOREADOR project is aimed at overcoming some major hurdles that until now have prevented many European companies from reaping the full benefits of Big Data analytics (BDA). Companies and organisations in Europe have become aware of the potential competitive advantage they could get by timely and accurate Big Data analytics, but lack the IT expertise and budget to fully exploit BDA. To overcome this hurdle, TOREADOR takes a model-based BDA-as-a-service (MBDAaaS) approach, providing models of the entire Big Data analysis process and of its artefacts. TOREADOR open, suitable-for-standardisation models will support substantial automation and commoditisation of Big Data analytics, while enabling it to be easily tailored to domain-specific customer requirements. Besides models for representing BDA, TOREADOR will deliver an architectural framework and a set of components for model-driven set-up and management of Big Data analytics processes. Once TOREADOR MBDAaaS will become widespread, price competition on Big Data services will ensue, driving costs of Big Data analytics well within reach of EU organizations (including SMEs) that do not have either in-house Big Data expertise or budget for expensive data consultancy. Activities supported and automatised by TOREADOR will include (i) planning Big Data sources preparation (ii) negotiating machine-readable Service Level Agreements for BDA detailing privacy, timing, and accuracy needs (iii) choosing data management and algorithm parallelisation strategies (iv) ensuring auditing and assessment of legal compliance (for example, to privacy regulations) of BDA enactment. TOREADOR framework will address automatically all major problems of on-demand data preparation, including handling Big Data opacity, diversity, security, and privacy compliance, and will support abstract modelling of the BDA life cycle from distributed data acquisition/storage to the design and parallel deployment of analytics and presentation of results.

Deliverables

List of deliverables.
Requirement specification for big data analytics related to Clickstream Analysis processes	Documents, reports	2020-01-21 10:22:12
Early Version of Data Analytics Framework	Demonstrators, pilots, prototypes	2020-01-21 10:22:11
Privacy and security aspects of data management in a big data context	Documents, reports	2020-01-21 10:22:12
Legal Aspects specification for the Energy Production Data Analysis Pilot	Documents, reports	2020-01-21 10:22:11
Legal aspects specification for the Clickstream Analysis pilot	Documents, reports	2020-01-21 10:22:09
Early version of Big Data Analytics Visualization and Interactive Service Stack	Demonstrators, pilots, prototypes	2020-01-21 10:22:12
Requirements and gap analysis report	Documents, reports	2020-01-21 10:22:11
Requirement specifications for big data analytics related to Energy Production Data analysis processes	Documents, reports	2020-01-21 10:22:09
Models for Big Data	Documents, reports	2020-01-21 10:22:09
BDA procedural models v2	Documents, reports	2020-01-21 10:22:12
Requirement specifications for big data analytics related to manufacturing processes	Documents, reports	2020-01-21 10:22:12
Data Management Plan	Open Research Data Pilot	2020-01-21 10:22:12
SLA and Assurance for Big-Data-Analytics-as-a-Service v1	Documents, reports	2020-01-21 10:22:12
Legal Aspects specification for the Application Log Analysis Pilot	Documents, reports	2020-01-21 10:22:11
TOREADOR Platform architecture v1	Documents, reports	2020-01-21 10:22:11
Models for Big Data display and reporting	Documents, reports	2020-01-21 10:22:11
Big-Data-Analytics-as-a-Service and deployment models Specification v1	Documents, reports	2020-01-21 10:22:11
Ownership and intellectual property aspects of data management in a big data context	Documents, reports	2020-01-21 10:22:12
TOREADOR Platform requirements and specification	Documents, reports	2020-01-21 10:22:11
TOREADOR Platform architecture v2	Documents, reports	2020-01-21 10:22:12
Legal Aspects specification for the Manufacturing Pilot	Documents, reports	2020-01-21 10:22:12
Conceptual Architecture and first version of toolkits for Big Data Preparation, Anonymization, and security services	Demonstrators, pilots, prototypes	2020-01-21 10:22:11
Big-Data-Analytics-as-a-Service Goal-to-Procedural Model Transformations	Documents, reports	2020-01-21 10:22:11
Early Version of Real Time Analytics Framework	Demonstrators, pilots, prototypes	2020-01-21 10:22:09
Big-Data-Analytics-as-a-Service Requirements	Documents, reports	2020-01-21 10:22:12
BDA procedural models v1	Documents, reports	2020-01-21 10:22:12
Requirement specifications for big data analytics related to Application Log Analysis processes	Documents, reports	2020-01-21 10:22:11
Deployment scenarios from pilots	Documents, reports	2020-01-21 10:22:09
Big Data Management Requirements and Conceptual Architecture	Demonstrators, pilots, prototypes	2020-01-21 10:22:11
General legal framework (background document)	Documents, reports	2020-01-21 10:22:12
Modelsâ€™ Requirement Elicitation from Pilots	Documents, reports	2020-01-21 10:22:09
Final toolkit implementation	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
TOREADOR platform validation for the Application Log Analysis pilot	Documents, reports	2020-01-21 10:22:08
Final BDA procedural models	Documents, reports	2020-01-21 10:22:09
TOREADOR platform validation for the Clickstream Analysis pilot	Documents, reports	2020-01-21 10:22:08
TOREADOR Platform v1	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
TOREADOR platform implementation for the Energy Production Data Analysis pilot	Documents, reports	2020-01-21 10:22:08
TOREADOR platform implementation for the Clickstream Analysis pilot	Documents, reports	2020-01-21 10:22:08
SLA and Assurance for Big-Data-Analytics-as-a-Service v2	Documents, reports	2020-01-21 10:22:07
Final SLA and Assurance for Big-Data-Analytics-as-a-Service	Documents, reports	2020-01-21 10:22:07
TOREADOR platform validation for the Application Energy Production Data Analysis pilot	Documents, reports	2020-01-21 10:22:08
TOREADOR Platform v2	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Release Version of Stream Data Analytics Framework	Demonstrators, pilots, prototypes	2020-01-21 10:22:07
Service Toolkit for Big Data Preparation, Anonymization, and security v2	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Release Version of Batch Data Analytics Framework	Demonstrators, pilots, prototypes	2020-01-21 10:22:07
TOREADOR platform validation for the manufacturing pilot	Documents, reports	2020-01-21 10:22:08
Big Data Management Requirements and Conceptual Architecture (Update)	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Release version of Big Data Analytics Visualization and Interactive Service Stack	Demonstrators, pilots, prototypes	2020-01-21 10:22:07
TOREADOR platform implementation for the manufacturing pilot	Documents, reports	2020-01-21 10:22:08
Service Toolkit for Big Data Preparation, Anonymization, and security v1	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Service Toolkit for Big Data Management	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Big data as a service deployments models and patterns v1	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
Final Big-Data-Analytics-as-a-Service and deployment models Specification	Documents, reports	2020-01-21 10:22:09
Models for Big Data display and reporting V2	Documents, reports	2020-01-21 10:22:08
Big data as a service deployments models and patterns v2	Demonstrators, pilots, prototypes	2020-01-21 10:22:08
TOREADOR platform implementation for the Application Log Analysis pilot	Documents, reports	2020-01-21 10:22:08
Models for Big Data representation, preparation, processing and analytics V2	Documents, reports	2020-01-21 10:22:08

Take a look to the deliverables list in detail: detailed list of TOREADOR deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2017	C.A. Ardagna, P. Ceravolo, E. Damiani, M. Leida Scouting Big Data Campaigns using TOREADOR Labs published pages: , ISSN: , DOI:	EDBT/ICDT 2017 : Workshops	2020-01-21
2017	Abdelrahman AlMahmoud, Ernesto Damiani, Hadi Otrok, Yousof Al-Hammadi Spamdoop: A privacy-preserving Big Data platform for collaborative spam detection published pages: 1-1, ISSN: 2332-7790, DOI: 10.1109/TBDATA.2017.2716409	IEEE Transactions on Big Data	2020-01-21
2017	Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay A Comparison of Big Data Frameworks on a Layered Dataflow Model published pages: 1740003, ISSN: 0129-6264, DOI: 10.1142/S0129626417400035	Parallel Processing Letters 27/01	2020-01-21
2017	Claudio Ardagna, Paolo Ceravolo, Ernesto Damiani, Valerio Bellandi, Michele Bezzi, Cedric Hebert A Model-Driven Methodology for Big Data Analytics-as-a-Service published pages: , ISSN: , DOI:	IEEE Big Data Congress 2017	2020-01-21
2017	Misale, Claudia PiCo: A Domain-Specific Language for Data Analytics Pipelines published pages: , ISSN: , DOI: 10.5281/zenodo.579753	1	2020-01-21
2017	Claudio Ardagna, Paolo Ceravolo, Guido Lena Cota, Muhammad Muneeb Kiani, Ernesto Damiani What are my Users Looking for when preparing a Big Data Campaign published pages: , ISSN: , DOI:	IEEE Big Data Congress 2017	2020-01-21
2017	Jasmien CÃ©sar, Julien Debussche Novel EU Legal Requirements in Big Data Security; Big Data - Big Security Headaches? published pages: , ISSN: 2190-3387, DOI:	JIPITEC, the online â€œJournal of Intellectual Property, Information Technology and Electronic Commerce Lawâ€ Volume 8(2017)	2020-01-21
2017	Maria Krotsiani, Christos Kloukinas, George Spanoudakis Validation of Service Level Agreements using Probabilistic Model Checking published pages: , ISSN: , DOI:		2020-01-21
2016	Beniamino Di Martino, Antonio Esposito Semantic Techniques for Multi-cloud Applications Portability and Interoperability published pages: 104-113, ISSN: 1877-0509, DOI: 10.1016/j.procs.2016.08.285	Procedia Computer Science 97	2020-01-21
2017	Marco Cremonini, Francesca Casamassima Controllability of social networks and the strategic use of random information published pages: , ISSN: 2197-4314, DOI: 10.1186/s40649-017-0046-2	Computational Social Networks 4/1	2020-01-21
2018	Appice Annalisa, Lanza Antonietta, Malerba Donato Wind Speed Forecasting via Structured Output Learning published pages: , ISSN: , DOI: 10.5281/zenodo.1438121		2020-01-21
2017	Maurizio, Drocco Parallel Programming with Global Asynchronous Memory: Models, C++ APIs and Implementations published pages: , ISSN: , DOI: 10.5281/zenodo.1037585	8	2020-01-21
2018	Profeta Davide Intelligent system for auto-tuning of big data analytics deployment properties published pages: , ISSN: , DOI: 10.5281/zenodo.2019443		2020-01-21
2018	Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto AbellÃ³, Oscar Romero Interactive multidimensional modeling of linked data for exploratory OLAP published pages: 86-104, ISSN: 0306-4379, DOI: 10.1016/j.is.2018.06.004	Information Systems 77	2020-01-21
2018	Claudio Agostino Ardagna, Valerio Bellandi, Michele Bezzi, Paolo Ceravolo, Ernesto Damiani, Cedric Hebert Model-based Big Data Analytics-as-a-Service: Take Big Data to the Next Level published pages: 1-1, ISSN: 1939-1374, DOI: 10.1109/TSC.2018.2816941	IEEE Transactions on Services Computing	2020-01-21
2017	Matteo Golfarelli, Tommaso Pirini, Stefano Rizzi Goal-Based Selection of Visual Representations for Big Data Analytics published pages: 47-57, ISSN: , DOI: 10.1007/978-3-319-70625-2_5		2020-01-21
2018	Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi Schema profiling of document-oriented databases published pages: 13-25, ISSN: 0306-4379, DOI: 10.1016/j.is.2018.02.007	Information Systems 75	2020-01-21
2017	Gal; Go; Ri Schema Profiling of Document Stores published pages: , ISSN: , DOI: 10.5281/zenodo.1489577	Proceedings of the 25th Italian Symposium on Advanced Database Systems 17	2020-01-21

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