TrustwOrthy model-awaRE Analytics Data platfORm

Informations projet

TOREADOR

N° de convention de subvention: 688797

DOI 10.3030/688797

Projet clôturé

Date de signature de la CE 10 Novembre 2015

Date de début 1 Janvier 2016

Date de fin 31 Decembre 2018

Financé au titre de

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Coût total € 6 311 218,75

Contribution de l’UE € 6 311 218,75

Coordonné par

CONSORZIO INTERUNIVERSITARIO NAZIONALE PER L'INFORMATICA
Italy

Livrables

Documents, reports (39)

TOREADOR platform validation for the Application Log Analysis pilot
TOREADOR Platform requirements and specification
Final Big-Data-Analytics-as-a-Service and deployment models Specification
Ownership and intellectual property aspects of data management in a big data context
Models for Big Data representation, preparation, processing and analytics V2
TOREADOR platform implementation for the manufacturing pilot
Requirements and gap analysis report
Big-Data-Analytics-as-a-Service Requirements
TOREADOR platform implementation for the Application Log Analysis pilot
Requirement specifications for big data analytics related to manufacturing processes
TOREADOR Platform architecture v2
BDA procedural models v1
Deployment scenarios from pilots
Models for Big Data display and reporting V2
General legal framework (background document)
TOREADOR platform implementation for the Energy Production Data Analysis pilot
Models for Big Data

Models for Big Data representation, preparation, processing and analytics

Legal Aspects specification for the Application Log Analysis Pilot
TOREADOR platform implementation for the Clickstream Analysis pilot
TOREADOR Platform architecture v1
Requirement specifications for big data analytics related to Application Log Analysis processes

Requirement specifications for big data analytics related to Application Log Analysis processes

Requirement specification for big data analytics related to Clickstream Analysis processes
SLA and Assurance for Big-Data-Analytics-as-a-Service v2

SLA and Assurance for for Big-Data-Analytics-as-a-Service v2

Privacy and security aspects of data management in a big data context
TOREADOR platform validation for the Application Energy Production Data Analysis pilot
Legal aspects specification for the Clickstream Analysis pilot
Requirement specifications for big data analytics related to Energy Production Data analysis processes
Models’ Requirement Elicitation from Pilots
Final SLA and Assurance for Big-Data-Analytics-as-a-Service

Final SLA and Assurance for for Big-Data-Analytics-as-a-Service

BDA procedural models v2
Big-Data-Analytics-as-a-Service Goal-to-Procedural Model Transformations
SLA and Assurance for Big-Data-Analytics-as-a-Service v1

SLA and Assurance for for Big-Data-Analytics-as-a-Service v1

TOREADOR platform validation for the Clickstream Analysis pilot
Final BDA procedural models
Models for Big Data display and reporting
Legal Aspects specification for the Energy Production Data Analysis Pilot
Legal Aspects specification for the Manufacturing Pilot
Big-Data-Analytics-as-a-Service and deployment models Specification v1
TOREADOR platform validation for the manufacturing pilot

Demonstrators, pilots, prototypes (17)

Release Version of Batch Data Analytics Framework
Early Version of Data Analytics Framework
Big data as a service deployments models and patterns v1
Service Toolkit for Big Data Preparation, Anonymization, and security v1
Conceptual Architecture and first version of toolkits for Big Data Preparation, Anonymization, and security services

Conceptual Architecture and first version of toolkits for Big Data Preparation, Anonymization, and security services

TOREADOR Platform v2
Service Toolkit for Big Data Preparation, Anonymization, and security v2
Final toolkit implementation
Big data as a service deployments models and patterns v2
Big Data Management Requirements and Conceptual Architecture (Update)

Big Data Management Requirements and Conceptual Architecture

TOREADOR Platform v1
Big Data Management Requirements and Conceptual Architecture
Service Toolkit for Big Data Management
Early Version of Real Time Analytics Framework
Release version of Big Data Analytics Visualization and Interactive Service Stack
Early version of Big Data Analytics Visualization and Interactive Service Stack
Release Version of Stream Data Analytics Framework

Open Research Data Pilot (1)

Data Management Plan

Publications

Book chapters (5)

Starry Vault: Automating Multidimensional Modeling from Data Vaults

Auteurs: Matteo Golfarelli, Simone Graziani, Stefano Rizzi
Publié dans: Advances in Databases and Information Systems, 2016, Page(s) 137-151, ISBN 978-3-319-44039-2
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-44039-2_10

Social Business Intelligence in Action

Auteurs: Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi
Publié dans: Advanced Information Systems Engineering, 2016, Page(s) 33-48, ISBN 978-3-319-39696-5
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-39696-5_3

A Novel WebGIS-Based Situational Awareness Platform for Trustworthy Big Data Integration and Analytics in Mobility Context

Auteurs: Susanna Bonura, Giuseppe Cammarata, Rosolino Finazzo, Giuseppe Francaviglia, Vito Morreale
Publié dans: On the Move to Meaningful Internet Systems. OTM 2017 Conferences, Numéro 10574, 2017, Page(s) 86-98, ISBN 978-3-319-69458-0
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-69459-7_6

PiCo: A Novel Approach to Stream Data Analytics

Auteurs: Claudia Misale, Maurizio Drocco, Guy Tremblay, Marco Aldinucci
Publié dans: Euro-Par 2017: Parallel Processing Workshops, Numéro 10659, 2018, Page(s) 118-128, ISBN 978-3-319-75177-1
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-75178-8_10

Les obligations de “compliance” des entreprises

Auteurs: Benoit Van Asbroeck, Julien Debussche
Publié dans: Vers un droit européen de la protection des données ?, 2017, ISBN 9782-804497538
Éditeur: Editions Larcier

Thesis and dissertations (3)

Parallel Programming with Global Asynchronous Memory: Models, C++ APIs and Implementations

Auteurs: Maurizio, Drocco
Publié dans: Numéro 8, 2017
Éditeur: University of Turin
DOI: 10.5281/zenodo.1037585

Intelligent system for auto-tuning of big data analytics deployment properties

Auteurs: Profeta Davide
Publié dans: 2018
Éditeur: Università degli Studi di Palermo
DOI: 10.5281/zenodo.2019443

PiCo: A Domain-Specific Language for Data Analytics Pipelines

Auteurs: Misale, Claudia
Publié dans: Numéro 1, 2017
Éditeur: University of Turin
DOI: 10.5281/zenodo.579753

Peer reviewed articles (8)

Controllability of social networks and the strategic use of random information

Auteurs: Marco Cremonini, Francesca Casamassima
Publié dans: Computational Social Networks, Numéro 4/1, 2017, ISSN 2197-4314
Éditeur: SpringerOpen
DOI: 10.1186/s40649-017-0046-2

Model-based Big Data Analytics-as-a-Service: Take Big Data to the Next Level

Auteurs: Claudio Agostino Ardagna, Valerio Bellandi, Michele Bezzi, Paolo Ceravolo, Ernesto Damiani, Cedric Hebert
Publié dans: IEEE Transactions on Services Computing, 2018, Page(s) 1-1, ISSN 1939-1374
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TSC.2018.2816941

Interactive multidimensional modeling of linked data for exploratory OLAP

Auteurs: Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto Abelló, Oscar Romero
Publié dans: Information Systems, Numéro 77, 2018, Page(s) 86-104, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2018.06.004

Schema profiling of document-oriented databases

Auteurs: Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi
Publié dans: Information Systems, Numéro 75, 2018, Page(s) 13-25, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2018.02.007

Semantic Techniques for Multi-cloud Applications Portability and Interoperability

Auteurs: Beniamino Di Martino, Antonio Esposito
Publié dans: Procedia Computer Science, Numéro 97, 2016, Page(s) 104-113, ISSN 1877-0509
Éditeur: Elsevier
DOI: 10.1016/j.procs.2016.08.285

A Comparison of Big Data Frameworks on a Layered Dataflow Model

Auteurs: Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay
Publié dans: Parallel Processing Letters, Numéro 27/01, 2017, Page(s) 1740003, ISSN 0129-6264
Éditeur: World Scientific Publishing Co
DOI: 10.1142/S0129626417400035

Spamdoop: A privacy-preserving Big Data platform for collaborative spam detection

Auteurs: Abdelrahman AlMahmoud, Ernesto Damiani, Hadi Otrok, Yousof Al-Hammadi
Publié dans: IEEE Transactions on Big Data, 2017, Page(s) 1-1, ISSN 2332-7790
Éditeur: IEEE
DOI: 10.1109/TBDATA.2017.2716409

Novel EU Legal Requirements in Big Data Security; Big Data - Big Security Headaches?

Auteurs: Jasmien César, Julien Debussche
Publié dans: JIPITEC, the online “Journal of Intellectual Property, Information Technology and Electronic Commerce Law”, Numéro Volume 8(2017), 2017, ISSN 2190-3387
Éditeur: JIPITEC

Conference proceedings (17)

Personalized Web Search via Query Expansion based on User’s Local Hierarchically-Organized Files

Auteurs: Gianluca Moro, Roberto Pasolini, Claudio Sartori
Publié dans: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017, Page(s) 157-164, ISBN 978-989-758-271-4
Éditeur: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006486401570164

Learning to Predict the Stock Market Dow Jones Index Detecting and Mining Relevant Tweets

Auteurs: Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Publié dans: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017, Page(s) 165-172, ISBN 978-989-758-271-4
Éditeur: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006488201650172

On Deep Learning in Cross-Domain Sentiment Classification

Auteurs: Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Publié dans: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017, Page(s) 50-60, ISBN 978-989-758-271-4
Éditeur: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006488100500060

Goal-Based Selection of Visual Representations for Big Data Analytics

Auteurs: Matteo Golfarelli, Tommaso Pirini, Stefano Rizzi
Publié dans: 2017, Page(s) 47-57
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-70625-2_5

Wind Speed Forecasting via Structured Output Learning

Auteurs: Appice Annalisa, Lanza Antonietta, Malerba Donato
Publié dans: 2018
Éditeur: CEUR-WS.org
DOI: 10.5281/zenodo.1438121

An OWL Ontology for Supporting Semantic Services in Big Data Platforms

Auteurs: Domenico Redavid, Roberto Corizzo, Donato Malerba
Publié dans: 2018 IEEE International Congress on Big Data (BigData Congress), 2018, Page(s) 228-231, ISBN 978-1-5386-7232-7
Éditeur: IEEE
DOI: 10.1109/BigDataCongress.2018.00039

Distributed Learning of Process Models for Next Activity Prediction

Auteurs: Michelangelo Ceci, Michele Spagnoletta, Pasqua Fabiana Lanotte, Donato Malerba
Publié dans: Proceedings of the 22nd International Database Engineering & Applications Symposium on - IDEAS 2018, 2018, Page(s) 278-282, ISBN 9781-450365277
Éditeur: ACM Press
DOI: 10.1145/3216122.3216125

Schema Profiling of Document Stores

Auteurs: Gal; Go; Ri
Publié dans: Proceedings of the 25th Italian Symposium on Advanced Database Systems, Numéro 17, 2017
Éditeur: CEUR workshop proceeings
DOI: 10.5281/zenodo.1489577

A Fast and Incremental Development Life Cycle for Data Analytics as a Service

Auteurs: Claudio A. Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani, Beniamino Di Martino, Salvatore D'Angelo, Antonio Esposito
Publié dans: 2018 IEEE International Congress on Big Data (BigData Congress), 2018, Page(s) 174-181, ISBN 978-1-5386-7232-7
Éditeur: IEEE
DOI: 10.1109/BigDataCongress.2018.00030

Big Data Assurance Evaluation: An SLA-Based Approach

Auteurs: Claudio Agostino Ardagna, Ernesto Damiani, Maria Krotsiani, Christos Kloukinas, George Spanoudakis
Publié dans: 2018 IEEE International Conference on Services Computing (SCC), 2018, Page(s) 299-303, ISBN 978-1-5386-7250-1
Éditeur: IEEE
DOI: 10.1109/scc.2018.00053

What are my Users Looking for when preparing a Big Data Campaign

Auteurs: Claudio Ardagna, Paolo Ceravolo, Guido Lena Cota, Muhammad Muneeb Kiani, Ernesto Damiani
Publié dans: IEEE Big Data Congress 2017, 2017
Éditeur: IEEE

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

Auteurs: Claudio Ardagna, Paolo Ceravolo, Ernesto Damiani, Valerio Bellandi, Michele Bezzi, Cedric Hebert
Publié dans: IEEE Big Data Congress 2017, 2017
Éditeur: IEEE

Scouting Big Data Campaigns using TOREADOR Labs

Auteurs: C.A. Ardagna, P. Ceravolo, E. Damiani, M. Leida
Publié dans: EDBT/ICDT 2017 : Workshops, 2017
Éditeur: CEUR-WS

Facing big data variety in a model driven approach

Auteurs: Marcello Leida, Carlos Ruiz, Paolo Ceravolo
Publié dans: 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI), 2016, Page(s) 1-6, ISBN 978-1-5090-1131-5
Éditeur: IEEE
DOI: 10.1109/RTSI.2016.7740641

A Formal Semantics for Data Analytics Pipelines

Auteurs: Drocco, Maurizio; Misale, Claudia; Tremblay, Guy; Aldinucci, Marco;
Publié dans: 2017
Éditeur: Cornell university library
DOI: 10.5281/zenodo.571802

Validation of Service Level Agreements using Probabilistic Model Checking

Auteurs: Maria Krotsiani, Christos Kloukinas, George Spanoudakis
Publié dans: 2017
Éditeur: IEEE

Big data analytics as-a-service: Issues and challenges

Auteurs: Claudio A. Ardagna, Paolo Ceravolo, Ernesto Damiani
Publié dans: 2016 IEEE International Conference on Big Data (Big Data), 2016, Page(s) 3638-3644, ISBN 978-1-4673-9005-7
Éditeur: IEEE
DOI: 10.1109/BigData.2016.7841029

Droits de propriété intellectuelle

Patent (1)

A privacy-aware approach to threat detection

Numéro de demande/publication: US 83412764
Date: 2017-06-27