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2020 – today
- 2023
[j7]Donatello Elia
, Fabrizio Antonio, Sandro Fiore, Paola Nassisi, Giovanni Aloisio:
A Data Space for Climate Science in the European Open Science Cloud. Comput. Sci. Eng. 25(1): 7-15 (2023)- [j6]Donatello Elia, Cosimo Palazzo, Sandro Fiore, Alessandro D'Anca, Andrea Mariello, Giovanni Aloisio:
PyOphidia: A Python library for High Performance Data Analytics at scale. SoftwareX 24: 101538 (2023) - [c16]Sandro Fiore, Mattia Rampazzo, Donatello Elia, Ludovica Sacco, Fabrizio Antonio, Paola Nassisi:
A Graph Data Model-based Micro-Provenance Approach for Multi-level Provenance Exploration in End-to-End Climate Workflows. IEEE Big Data 2023: 3332-3339 - [c15]Donatello Elia, Sonia Scardigno, Jorge Ejarque, Alessandro D'Anca, Gabriele Accarino, Enrico Scoccimarro, Davide Donno, Daniele Peano, Francesco Immorlano, Giovanni Aloisio:
End-to-End Workflows for Climate Science: Integrating HPC Simulations, Big Data Processing, and Machine Learning. SC Workshops 2023: 2042-2052 - [i4]Gabriele Accarino, Davide Donno, Francesco Immorlano, Donatello Elia, Giovanni Aloisio:
An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data. CoRR abs/2306.07291 (2023) - [i3]Francesco Immorlano, Veronika Eyring, Thomas le Monnier de Gouville, Gabriele Accarino, Donatello Elia, Giovanni Aloisio, Pierre Gentine:
Transferring climate change knowledge. CoRR abs/2309.14780 (2023) - 2022
- [j5]Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence. Future Gener. Comput. Syst. 134: 414-429 (2022) - [i2]Jorge Ejarque, Rosa M. Badia, Loïc Albertin, Giovanni Aloisio, Enrico Baglione, Yolanda Becerra, Stefan Boschert, Julian R. Berlin, Alessandro D'Anca, Donatello Elia, François Exertier, Sandro Fiore, José Flich, Arnau Folch, Steven J. Gibbons, Nikolay Koldunov, Francesc Lordan, Stefano Lorito, Finn Løvholt, Jorge Macías Sánchez, Fabrizio Marozzo, Alberto Michelini, Marisol Monterrubio Velasco, Marta Pienkowska, Josep de la Puente, Anna Queralt, Enrique S. Quintana-Ortí, Juan Esteban Rodriguez, Fabrizio Romano, Riccardo Rossi, Jedrzej Rybicki, Miroslaw Kupczyk, Jacopo Selva, Domenico Talia, Roberto Tonini, Paolo Trunfio, Manuela Volpe:
Enabling Dynamic and Intelligent Workflows for HPC, Data Analytics, and AI Convergence. CoRR abs/2204.09287 (2022) - 2021
- [j4]Donatello Elia, Sandro Fiore, Giovanni Aloisio:
Towards HPC and Big Data Analytics Convergence: Design and Experimental Evaluation of a HPDA Framework for eScience at Scale. IEEE Access 9: 73307-73326 (2021)
2010 – 2019
- 2019
- [j3]Sandro Fiore, Donatello Elia, Carlos Eduardo S. Pires, Demetrio Gomes Mestre, Cinzia Cappiello, Monica Vitali, Nazareno Andrade, Tarciso Braz, Daniele Lezzi, Regina Moraes, Tânia Basso, Nádia P. Kozievitch, Keiko Verônica Ono Fonseca, Nuno Antunes, Marco Vieira, Cosimo Palazzo, Ignacio Blanquer, Wagner Meira Jr., Giovanni Aloisio:
An Integrated Big and Fast Data Analytics Platform for Smart Urban Transportation Management. IEEE Access 7: 117652-117677 (2019) - [j2]Sandro Fiore, Donatello Elia, Ignacio Blanquer, Francisco V. Brasileiro, Alessandra Nuzzo, Paola Nassisi, Iana A. A. Rufino, Arie C. Seijmonsbergen, Niels S. Anders, Carlos de Oliveira Galvao, John E. de B. L. Cunha, Miguel Caballer, Mariane S. Sousa-Baena, Vanderlei Perez Canhos, Giovanni Aloisio:
BioClimate: A Science Gateway for Climate Change and Biodiversity research in the EUBrazilCloudConnect project. Future Gener. Comput. Syst. 94: 895-909 (2019) - [j1]Andy S. Alic, Jussara M. Almeida, Giovanni Aloisio, Nazareno Andrade, Nuno Antunes, Danilo Ardagna, Rosa M. Badia, Tânia Basso, Ignacio Blanquer, Tarciso Braz, Andrey Brito, Donatello Elia, Sandro Fiore, Dorgival O. Guedes, Marco Lattuada, Daniele Lezzi, Matheus Maciel, Wagner Meira Jr., Demetrio Gomes Mestre, Regina Moraes, Fábio Morais, Carlos Eduardo S. Pires, Nádia P. Kozievitch, Walter dos Santos, Paulo Silva, Marco Vieira:
BIGSEA: A Big Data analytics platform for public transportation information. Future Gener. Comput. Syst. 96: 243-269 (2019) - [c14]Sofiane Bendoukha, Tobias Weigel, Sandro Fiore, Donatello Elia:
Enabling Server-Based Computing and FAIR Data Sharing with the ENES Climate Analytics Service. eScience 2019: 651-653 - [c13]Sandro Fiore, Donatello Elia, Cosimo Palazzo, Fabrizio Antonio, Alessandro D'Anca, Ian T. Foster, Giovanni Aloisio:
Towards High Performance Data Analytics for Climate Change. ISC Workshops 2019: 240-257 - 2018
- [c12]Sandro Fiore, Donatello Elia, Cosimo Palazzo, Alessandro D'Anca, Fabrizio Antonio, Dean N. Williams, Ian T. Foster, Giovanni Aloisio:
Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at Scale. IEEE BigData 2018: 3226-3234 - [c11]Hebert de Oliveira Silva, Tânia Basso, Regina Moraes, Donatello Elia, Sandro Fiore:
A Re-Identification Risk-Based Anonymization Framework for Data Analytics Platforms. EDCC 2018: 101-106 - [c10]Andy S. Alic, Jussara M. Almeida, Wagner Meira Jr., Dorgival O. Guedes, Walter dos Santos, Ignacio Blanquer, Sandro Fiore, Nádia P. Kozievitch, Nazareno Andrade, Tarciso Braz, Andrey Brito, Carlos Eduardo S. Pires, Nuno Antunes, Marco Vieira, Paulo Silva, Danilo Ardagna, Keiko V. O. Fonseca, Daniele Lezzi, Donatello Elia, Regina Moraes, Tânia Basso, Wilian H. Cavassin:
GIS and Data: Three applications to enhance Mobility. GEOINFO 2018: 1-12 - 2017
- [c9]Alessandro D'Anca, Cosimo Palazzo, Donatello Elia, Sandro Fiore, Ioannis Bistinas, Kristin Böttcher, Victoria Bennett, Giovanni Aloisio:
On the Use of In-Memory Analytics Workflows to Compute eScience Indicators from Large Climate Datasets. CCGrid 2017: 1035-1043 - [c8]Sandro Fiore, Cosimo Palazzo, Alessandro D'Anca, Donatello Elia, Elisa Londero, Cristina Knapic, Stephen Monna, Nicola M. Marcucci, Fernando Aguilar, Marcin Plóciennik, Jesús E. Marco de Lucas, Giovanni Aloisio:
Big Data Analytics on Large-Scale Scientific Datasets in the INDIGO-DataCloud Project. Conf. Computing Frontiers 2017: 343-348 - [i1]Donatello Elia, Alessandra Nuzzo, Paola Nassisi, Sandro Fiore, Ignacio Blanquer, Francisco V. Brasileiro, Iana A. A. Rufino, Arie C. Seijmonsbergen, Niels S. Anders, Carlos de Oliveira Galvao, John E. de B. L. Cunha, Mariane de Sousa-Baena, Vanderlei Perez Canhos, Giovanni Aloisio:
A Science gateway for biodiversity and climate change research. PeerJ Prepr. 5: e2834 (2017) - 2016
- [c7]Sandro Fiore, Marcin Plóciennik, Charles M. Doutriaux, Cosimo Palazzo, J. Boutte, Tomasz Zok, Donatello Elia, Michal Owsiak, Alessandro D'Anca, Z. Shaheen, Riccardo Bruno, Marco Fargetta, Miguel Caballer, Germán Moltó, Ignacio Blanquer, Roberto Barbera, Mário David, Giacinto Donvito, Dean N. Williams, V. Anantharaj, Davide Salomoni, Giovanni Aloisio:
Distributed and cloud-based multi-model analytics experiments on large volumes of climate change data in the earth system grid federation eco-system. IEEE BigData 2016: 2911-2918 - [c6]Donatello Elia, Sandro Fiore, Alessandro D'Anca, Cosimo Palazzo, Ian T. Foster, Dean N. Williams, Giovanni Aloisio:
An in-memory based framework for scientific data analytics. Conf. Computing Frontiers 2016: 424-429 - [c5]Donatello Elia, Alessandra Nuzzo, Paola Nassisi, Sandro Fiore, Ignacio Blanquer, Francisco V. Brasileiro, Iana A. A. Rufino, Arie C. Seijmonsbergen, Niels S. Anders, Carlos de Oliveira Galvao, John E. de B. L. Cunha, Mariane de Sousa-Baena, Vanderlei Perez Canhos, Giovanni Aloisio:
A Science Gateway for Biodiversity and Climate Change Research. IWSG 2016 - 2015
- [c4]Sandro Fiore, Marco Mancini, Donatello Elia, Paola Nassisi, Francisco Vilar Brasileiro, Ignacio Blanquer, Iana A. A. Rufino, Arie C. Seijmonsbergen, Carlos de Oliveira Galvao, Vanderlei Perez Canhos, Andrea Mariello, Cosimo Palazzo, Alessandra Nuzzo, Alessandro D'Anca, Giovanni Aloisio:
Big data analytics for climate change and biodiversity in the EUBrazilCC federated cloud infrastructure. Conf. Computing Frontiers 2015: 52:1-52:8 - [c3]Cosimo Palazzo, Andrea Mariello, Sandro Fiore, Alessandro D'Anca, Donatello Elia, Dean N. Williams, Giovanni Aloisio:
A workflow-enabled big data analytics software stack for escience. HPCS 2015: 545-552 - 2014
- [c2]Sandro Fiore, Alessandro D'Anca, Donatello Elia, Cosimo Palazzo, Dean N. Williams, Ian T. Foster, Giovanni Aloisio:
Ophidia: A full software stack for scientific data analytics. HPCS 2014: 343-350
1990 – 1999
- 1999
- [c1]A. E. Eiben, Donatello Elia, Jano I. van Hemert:
Population dynamics and emerging mental features in AEGIS. GECCO 1999: 1257-1264
Coauthor Index
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