Alessandro D'Anca

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Predictive Modeling

Top Venues

Conf. Computing Frontiers

Publications

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)
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 (2023)
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 (2022)
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 (2022)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Sandro Fiore, Alessandro D'Anca, Cosimo Palazzo, Ian T. Foster, Dean N. Williams, Giovanni Aloisio
Ophidia: Toward Big Data Analytics for eScience. ICCS (2013)
Sandro Fiore, Cosimo Palazzo, Alessandro D'Anca, Ian T. Foster, Dean N. Williams, Giovanni Aloisio
A big data analytics framework for scientific data management. IEEE BigData (2013)