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TrustwOrthy model-awaRE Analytics Data platfORm

Deliverables

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

Publications

Starry Vault: Automating Multidimensional Modeling from Data Vaults

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

Social Business Intelligence in Action

Author(s): Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi
Published in: Advanced Information Systems Engineering, 2016, Page(s) 33-48, ISBN 978-3-319-39696-5
Publisher: 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

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

PiCo: A Novel Approach to Stream Data Analytics

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

Les obligations de “compliance” des entreprises

Author(s): Benoit Van Asbroeck, Julien Debussche
Published in: Vers un droit européen de la protection des données ?, 2017, ISBN 9782-804497538
Publisher: Editions Larcier

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

Author(s): Maurizio, Drocco
Published in: Issue 8, 2017
Publisher: University of Turin
DOI: 10.5281/zenodo.1037585

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

Author(s): Profeta Davide
Published in: 2018
Publisher: Università degli Studi di Palermo
DOI: 10.5281/zenodo.2019443

PiCo: A Domain-Specific Language for Data Analytics Pipelines

Author(s): Misale, Claudia
Published in: Issue 1, 2017
Publisher: University of Turin
DOI: 10.5281/zenodo.579753

Controllability of social networks and the strategic use of random information

Author(s): Marco Cremonini, Francesca Casamassima
Published in: Computational Social Networks, Issue 4/1, 2017, ISSN 2197-4314
Publisher: SpringerOpen
DOI: 10.1186/s40649-017-0046-2

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

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

Interactive multidimensional modeling of linked data for exploratory OLAP

Author(s): Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi, Alberto Abelló, Oscar Romero
Published in: Information Systems, Issue 77, 2018, Page(s) 86-104, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2018.06.004

Schema profiling of document-oriented databases

Author(s): Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi
Published in: Information Systems, Issue 75, 2018, Page(s) 13-25, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2018.02.007

Semantic Techniques for Multi-cloud Applications Portability and Interoperability

Author(s): Beniamino Di Martino, Antonio Esposito
Published in: Procedia Computer Science, Issue 97, 2016, Page(s) 104-113, ISSN 1877-0509
Publisher: Elsevier
DOI: 10.1016/j.procs.2016.08.285

A Comparison of Big Data Frameworks on a Layered Dataflow Model

Author(s): Claudia Misale, Maurizio Drocco, Marco Aldinucci, Guy Tremblay
Published in: Parallel Processing Letters, Issue 27/01, 2017, Page(s) 1740003, ISSN 0129-6264
Publisher: World Scientific Publishing Co
DOI: 10.1142/S0129626417400035

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

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

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

Author(s): Jasmien César, Julien Debussche
Published in: JIPITEC, the online “Journal of Intellectual Property, Information Technology and Electronic Commerce Law”, Issue Volume 8(2017), 2017, ISSN 2190-3387
Publisher: JIPITEC

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

Author(s): Gianluca Moro, Roberto Pasolini, Claudio Sartori
Published in: 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
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006486401570164

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

Author(s): Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Published in: 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
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006488201650172

On Deep Learning in Cross-Domain Sentiment Classification

Author(s): Giacomo Domeniconi, Gianluca Moro, Andrea Pagliarani, Roberto Pasolini
Published in: 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
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006488100500060

Goal-Based Selection of Visual Representations for Big Data Analytics

Author(s): Matteo Golfarelli, Tommaso Pirini, Stefano Rizzi
Published in: 2017, Page(s) 47-57
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-70625-2_5

Wind Speed Forecasting via Structured Output Learning

Author(s): Appice Annalisa, Lanza Antonietta, Malerba Donato
Published in: 2018
Publisher: CEUR-WS.org
DOI: 10.5281/zenodo.1438121

An OWL Ontology for Supporting Semantic Services in Big Data Platforms

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

Distributed Learning of Process Models for Next Activity Prediction

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

Schema Profiling of Document Stores

Author(s): Gal; Go; Ri
Published in: Proceedings of the 25th Italian Symposium on Advanced Database Systems, Issue 17, 2017
Publisher: CEUR workshop proceeings
DOI: 10.5281/zenodo.1489577

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

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

Big Data Assurance Evaluation: An SLA-Based Approach

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

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

Author(s): Claudio Ardagna, Paolo Ceravolo, Guido Lena Cota, Muhammad Muneeb Kiani, Ernesto Damiani
Published in: IEEE Big Data Congress 2017, 2017
Publisher: IEEE

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

Author(s): Claudio Ardagna, Paolo Ceravolo, Ernesto Damiani, Valerio Bellandi, Michele Bezzi, Cedric Hebert
Published in: IEEE Big Data Congress 2017, 2017
Publisher: IEEE

Scouting Big Data Campaigns using TOREADOR Labs

Author(s): C.A. Ardagna, P. Ceravolo, E. Damiani, M. Leida
Published in: EDBT/ICDT 2017 : Workshops, 2017
Publisher: CEUR-WS

Facing big data variety in a model driven approach

Author(s): Marcello Leida, Carlos Ruiz, Paolo Ceravolo
Published in: 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
Publisher: IEEE
DOI: 10.1109/RTSI.2016.7740641

A Formal Semantics for Data Analytics Pipelines

Author(s): Drocco, Maurizio; Misale, Claudia; Tremblay, Guy; Aldinucci, Marco;
Published in: 2017
Publisher: Cornell university library
DOI: 10.5281/zenodo.571802

Validation of Service Level Agreements using Probabilistic Model Checking

Author(s): Maria Krotsiani, Christos Kloukinas, George Spanoudakis
Published in: 2017
Publisher: IEEE

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

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

Intellectual Property Rights

A privacy-aware approach to threat detection

Application/Publication number: US 83412764
Date: 2017-06-27

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