Giovanni Aloisio

Orcid: 0000-0001-5902-6983

According to our database1, Giovanni Aloisio authored at least 166 papers between 1988 and 2023.

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Bibliography

2023
PyOphidia: A Python library for High Performance Data Analytics at scale.
SoftwareX, December, 2023

A Data Space for Climate Science in the European Open Science Cloud.
Comput. Sci. Eng., 2023

Transferring climate change knowledge.
CoRR, 2023

An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data.
CoRR, 2023

End-to-End Workflows for Climate Science: Integrating HPC Simulations, Big Data Processing, and Machine Learning.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence.
Future Gener. Comput. Syst., 2022

2021
Limits of Compartmental Models and New Opportunities for Machine Learning: A Case Study to Forecast the Second Wave of COVID-19 Hospitalizations in Lombardy, Italy.
Informatics, 2021

A multi-model architecture based on Long Short-Term Memory neural networks for multi-step sea level forecasting.
Future Gener. Comput. Syst., 2021

Towards HPC and Big Data Analytics Convergence: Design and Experimental Evaluation of a HPDA Framework for eScience at Scale.
IEEE Access, 2021

2019
BioClimate: A Science Gateway for Climate Change and Biodiversity research in the EUBrazilCloudConnect project.
Future Gener. Comput. Syst., 2019

BIGSEA: A Big Data analytics platform for public transportation information.
Future Gener. Comput. Syst., 2019

An Integrated Big and Fast Data Analytics Platform for Smart Urban Transportation Management.
IEEE Access, 2019

Towards High Performance Data Analytics for Climate Change.
Proceedings of the High Performance Computing, 2019

An Open Source and Low-Cost Internet of Things-enabled Service for Irrigation Management.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Climate Change Community Gateway for Data Usage & Data Archive Metrics across the Earth System Grid Federation.
Proceedings of the 11th International Workshop on Science Gateways, 2019

2018
Hybridisation strategies and data structures for the NEMO ocean model.
Int. J. High Perform. Comput. Appl., 2018

Parallel space saving on multi- and many-core processors.
Concurr. Comput. Pract. Exp., 2018

Parallel Mining of Correlated Heavy Hitters.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018

Parallel Mining of Correlated Heavy Hitters on Distributed and Shared-Memory Architectures.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Towards an Open (Data) Science Analytics-Hub for Reproducible Multi-Model Climate Analysis at Scale.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
A Science gateway for biodiversity and climate change research.
PeerJ Prepr., 2017

On Frequency Estimation and Detection of Frequent Items in Time Faded Streams.
IEEE Access, 2017

CUDA Based Parallel Implementations of Space-Saving on a GPU.
Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

Big Data Analytics on Large-Scale Scientific Datasets in the INDIGO-DataCloud Project.
Proceedings of the Computing Frontiers Conference, 2017

On the Use of In-Memory Analytics Workflows to Compute eScience Indicators from Large Climate Datasets.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
Mining frequent items in the time fading model.
Inf. Sci., 2016

INDIGO-Datacloud: foundations and architectural description of a Platform as a Service oriented to scientific computing.
CoRR, 2016

New advances in High Performance Computing and simulation: parallel and distributed systems, algorithms, and applications.
Concurr. Comput. Pract. Exp., 2016

A spatial data analysis infrastructure for environmental health research.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Two-level Dynamic Workflow Orchestration in the INDIGO DataCloud for Large-scale, Climate Change Data Analytics Experiments.
Proceedings of the International Conference on Computational Science 2016, 2016

An in-memory based framework for scientific data analytics.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

Distributed and cloud-based multi-model analytics experiments on large volumes of climate change data in the earth system grid federation eco-system.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
A workflow-enabled big data analytics software stack for escience.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Performance analysis of the COSMO-CLM model.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Measuring cells in phytoplankton images.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

How advanced cloud technologies can impact and change HPC environments for simulation.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Big data analytics for climate change and biodiversity in the EUBrazilCC federated cloud infrastructure.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015

Cloud Computing and Augmented Reality for Cultural Heritage.
Proceedings of the Augmented and Virtual Reality - Second International Conference, 2015

The OFIDIA Fire Danger Rating System.
Proceedings of the 10th International Conference on P2P, 2015

A Parallel Algorithm for the Prediction of Protein Binding Sites.
Proceedings of the 10th International Conference on P2P, 2015

2014
Ophidia: A full software stack for scientific data analytics.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

The roofline model for oceanic climate applications.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013
Preference-Based Matchmaking of Grid Resources with CP-Nets.
J. Grid Comput., 2013

Ophidia: Toward Big Data Analytics for eScience.
Proceedings of the International Conference on Computational Science, 2013

Peer-to-peer data discovery in health centers.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

A big data analytics framework for scientific data management.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
GRB_WAPI, a RESTful Framework for Grid Portals.
Proceedings of the International Conference on Computational Science, 2012

The performance model for a parallel SOR algorithm using the red-black scheme.
Int. J. High Perform. Syst. Archit., 2012

The Climate-G Portal: The context, key features and a multi-dimensional analysis.
Future Gener. Comput. Syst., 2012

HPCS 2012 panels: Panel I: Energy efficient systems in next generation high performance data and compute centers.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

Prototype of grid environment for earth system models.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012

PROGENIA: An Approach for Grid Interoperability at Workflow Level.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

The ProGenGrid virtual laboratory for bioinformatics.
Proceedings of CBMS 2012, 2012

2011
A Web API Framework for Developing Grid Portals.
Proceedings of the International Conference on Computational Science, 2011

The Climate-G testbed: towards large scale distributed data management for climate change.
Proceedings of the International Conference on Computational Science, 2011

A Performance Evaluation Method for Climate Coupled Models.
Proceedings of the International Conference on Computational Science, 2011

The International Exascale Software Project roadmap.
Int. J. High Perform. Comput. Appl., 2011

The data access layer in the GRelC system architecture.
Future Gener. Comput. Syst., 2011

Special section: Data management for eScience.
Future Gener. Comput. Syst., 2011

Blurring contact maps of thousands of proteins: what we can learn by reconstructing 3D structure.
BioData Min., 2011

An Augmented Reality Application for the Radio Frequency Ablation of the Liver Tumors.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

Advanced Interface for the Pre-operative Planning and the Simulation of the Abdominal Access in Pediatric Laparoscopy.
Proceedings of the Computational Science and Its Applications - ICCSA 2011, 2011

The NEMO Oceanic Model: Computational Performance Analysis and Optimization.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011

Visualization and Interaction System of Virtual Organs for Surgical Planning.
Proceedings of the 1st International Workshop on Engineering Interactive Computing Systems for Medicine and Health Care (EICS4Med 2011), 2011

The GRelC Project: From 2001 to 2011, 10 Years Working on Grid-DBMSs.
Proceedings of the Grid and Cloud Database Management, 2011

2010
Advanced Visualization and Interaction Systems for Surgical Pre-operative Planning.
J. Comput. Inf. Technol., 2010

A navigator of the patient's anatomy model for intra-operative surgical guidance.
Proceedings of the IEEE International Conference on Virtual Environments, 2010

A grid meta scheduler for a distributed interoperable workflow management system.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

A Game-Based 3D Simulation of Otranto in the Middle Ages.
Proceedings of the ACHI 2010, 2010

2009
Near real-time parallel processing and advanced data management of SAR images in grid environments.
J. Real Time Image Process., 2009

Towards Exascale Distributed Data Management.
Int. J. High Perform. Comput. Appl., 2009

Data issues at the Euro-Mediterranean Centre for Climate Change.
Earth Sci. Informatics, 2009

Deterministic parallel selection algorithms on coarse-grained multicomputers.
Concurr. Comput. Pract. Exp., 2009

Augmented Visualization of the Patient's Organs through a SlidingWindow.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

A Virtual Interface for Interactions with 3D Models of the Human Body.
Proceedings of the Medicine Meets Virtual Reality 17 - NextMed: Design for/the Well Being, 2009

Virtual Model of the Human Brain for Neurosurgical Simulation.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

Data virtualization in grid environments through the GRelC Data Access and Integration Service.
Proceedings of the 4th International Conference for Internet Technology and Secured Transactions, 2009

An Advanced Modality of Visualization and Interaction with Virtual Models of the Human Body.
Proceedings of the Digital Human Modeling, 2009

A grid problem solving environment for bioinformatics: The LIBI experience.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

A Simulation of a Billiards Game Based on Marker Detection.
Proceedings of the Second International Conference on Advances in Computer-Human Interaction, 2009

2008
A Bioinfomatics Grid Alignment Toolkit.
Future Gener. Comput. Syst., 2008

The Grid Resource Broker workflow engine.
Concurr. Comput. Pract. Exp., 2008

Advances in the ProGenGrid Workflow Management System.
Proceedings of the Ninth International Conference on Parallel and Distributed Computing, 2008

The GRelC Portal: A Ubiquitous and Seamless Way to Manage Grid Databases.
Proceedings of the Ninth International Conference on Parallel and Distributed Computing, 2008

iGRelC: A Dashboard Implementation for Grid Environments.
Proceedings of the Ninth International Conference on Parallel and Distributed Computing, 2008

Bayesian Phylogenetic Inference in the LIBI Grid Platform: A Tool to Explore Large Data Sets.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

Advances in the GRelC Data Access Service.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2008

A Protein Structure Prediction Service in the ProGenGrid System.
Proceedings of the Global Healthgrid: e-Science Meets Biomedical Informatics, 2008

A 3D Simulation of a Game of Billiards Using a Haptic Device.
Proceedings of the GRAPP 2008, 2008

A Grid-Based Bioinformatics Wrapper for Biological Databases.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

A GRelC based Data Grid Management Environment.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

An Interactive and Immersive 3D Game Simulation Provided with Force Feedback.
Proceedings of the First International Conference on Advances in Computer-Human Interaction, 2008

2007
Special section: Life science grids for biomedicine and bioinformatics.
Future Gener. Comput. Syst., 2007

The Grid Resource Broker portal.
Concurr. Comput. Pract. Exp., 2007

GRelC DAS: A Grid-DB Access Service for gLite Based Production Grids.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007

A Force Feedback Virtual Simulator for Education and Training.
Proceedings of the IEEE International Conference on Virtual Environments, 2007

GReIC data gather service: a step towards P2P production grids.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

The GSI Plug-In for gSOAP: Building Cross-Grid Interoperable Secure Grid Services.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

High Throughput Protein Similarity Searches in the LIBI Grid Problem Solving Environment.
Proceedings of the Frontiers of High Performance Computing and Networking ISPA 2007 Workshops, 2007

Advanced Grid DataBase Management with the GRelC Data Access Service.
Proceedings of the Parallel and Distributed Processing and Applications, 2007

A Services Oriented System for Bioinformatics Applications on the Grid.
Proceedings of the From Genes to Personalized HealthCare: Grid Solutions for the Life Sciences, 2007

The Grid Resource BrokerWorkflow Engine.
Proceedings of the Grid and Cooperative Computing, 2007

The Simulation of a Billiard Game Using a Haptic Interface.
Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2007

GReIC Data Storage: A Lightweight Disk Storage Management Solution for Bioinformatics "in silico" Experiments.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

A Grid System for the Ingestion of Biological Data into a Relational DBMS.
Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006
Globus Monitoring and Discovery Service and SensorML for Grid Sensor Networks.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006

GridSAT Architecture: A Step Further Towards Security and Efficiency.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2006

The GRelC Project: state of the art and future directions.
Proceedings of the High Performance Computing and Grids in Action, 2006

Design of Grid Computing Environment for Operative Weather Nowcasting.
Proceedings of the 2006 International Conference on Grid Computing & Applications, 2006

SensorML for Grid Sensor Networks.
Proceedings of the 2006 International Conference on Grid Computing & Applications, 2006

A Split & Merge Data Management Architecture for a Grid Environment.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

A Grid Software Process.
Proceedings of the Grid Computing: Software Environments and Tools, 2006

2005
An agent infrastructure for on-demand processing of remote-sensing archives.
Int. J. Digit. Libr., 2005

A grid-based architecture for earth observation data access.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

The Grid-DBMS: Towards Dynamic Data Management in Grid Environments.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

The GSI Plug-in for gSOAP: Enhanced Security, Performance, and Reliability.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

A Grid-Enabled Web Map Server.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

GridSAT: Grid enabled Satellite Architecture for Reliable Transmissions.
Proceedings of the 2nd IEEE International Symposium on Wireless Communication Systems, 2005

Resource and Service Discovery in the iGrid Information Service.
Proceedings of the Computational Science and Its Applications, 2005

Teaching High Performance Computing Parallelizing a Real Computational Science Application.
Proceedings of the Computational Science, 2005

ProGenGrid: A Grid-Enabled Platform for Bioinformatics.
Proceedings of the From Grid to Healthgrid, 2005

GridFlow for Earth Observation Data Processing.
Proceedings of The 2005 International Conference on Grid Computing and Applications, 2005

iGrid, a Novel Grid Information Service.
Proceedings of the Advances in Grid Computing, 2005

An evolutionary algorithm to design diesel engines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

A semantic grid-based data access and integration service for bioinformatics.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

ProGenGrid: A Workflow Service Infrastructure for Composing and Executing Bioinformatics Grid Services.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

2004
Editorial.
J. Digit. Inf. Manag., 2004

Early Experiences with the GRelC Library.
J. Digit. Inf. Manag., 2004

G-AQFS: Grid computing exploitation for the management of air quality in presence of complex meteorological circulations.
J. Digit. Inf. Manag., 2004

Progengrid: A Grid Framework for Bioinformatics.
Proceedings of the Biological and Artificial Intelligence Environments, 2004

PAGE: A Problem Solving Environment Integrating Grid Portal and Agent System.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Information Management for Grid-Based Remote Sensing Problem Solving Environment.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

The GRELC project: Towards GRID-DBMS.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

Bioinformatics Data Access Service in the ProGenGrid System.
Proceedings of the On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops: OTM Confederated International Workshops and Posters, 2004

Advanced delivery mechanisms in the GRelC project.
Proceedings of the 2nd Workshop on Middleware for Grid Computing, 2004

The GRelC Library: A Basic Pillar in the Grid Relational Catalog Architecture.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Problem Solving Environment for Remote Sensing Data Processing.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

The grid relational catalog project.
Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004

2003
A dynamic earth observation system.
Parallel Comput., 2003

A Grid Environment for Diesel Engine Chamber Optimization.
Proceedings of the Parallel Computing: Software Technology, 2003

Web Services for Biomedical Imaging Portal
Proceedings of the 2003 International Symposium on Information Technology (ITCC 2003), 2003

The Design and Implementation of the GridLab Information Service.
Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Secure Web Services with Globus GSI and gSOAP.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003

Dynamic Grid Catalog Information Service.
Proceedings of the Grid Computing, 2003

2002
The Grid Resource Broker, a ubiquitous grid computing framework.
Sci. Program., 2002

Agent based data management in digital libraries.
Parallel Comput., 2002

Early experiences with the GridFTP protocol using the GRB-GSIFTP library.
Future Gener. Comput. Syst., 2002

Web-based access to the Grid using the Grid Resource Broker portal.
Concurr. Comput. Pract. Exp., 2002

The Desktop Grid Environment Enabler.
Comput. Artif. Intell., 2002

SARA, A Web Based Remote Sensing Digital Library.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

2001
Web access to supercomputing.
Comput. Sci. Eng., 2001

The GRB Library: Grid Computing with Globus in C.
Proceedings of the High-Performance Computing and Networking, 9th International Conference, 2001


2000
Grid Computing on the Web Using the Globus Toolkit.
Proceedings of the High-Performance Computing and Networking, 8th International Conference, 2000

1999
An Algorithm for Solving the Distributed Termination Detection Problem.
Parallel Algorithms Appl., 1999

An XML architecture for high-performance web-based analysis of remote-sensing archives.
Future Gener. Comput. Syst., 1999

The Digital Puglia Project: An Active Digital Library of Remote Sensing Data.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

1997
A Distributed Web-Based Metacomputing Environment.
Proceedings of the High-Performance Computing and Networking, 1997

1996
Metacomputing for On-Line Stability Analysis in Power Systems: A Proposal.
Proceedings of the High-Performance Computing and Networking, 1996

1995
Pipeline optimizations of the prime factor algorithm.
Concurr. Pract. Exp., 1995

The use of PVM with workstation clusters for distributed SAR data processing.
Proceedings of the High-Performance Computing and Networking, 1995

1991
A concurrent implementation of the prime factor algorithm on hypercube.
IEEE Trans. Signal Process., 1991

Parallel/pipeline multiprocessor architectures for SAR data processing.
Eur. Trans. Telecommun., 1991

Two approaches to the concurrent implementation of the prime factor algorithm on a hypercube.
Concurr. Pract. Exp., 1991

1988
A VLSI 'rest' processing element with improved bus connections (an evaluation).
Microprocess. Microprogramming, 1988

The prime factor non-binary discrete Fourier transform and use of Crystal_Router as a general purpose communication routine.
Proceedings of the Third Conference on Hypercube Concurrent Computers and Applications, 1988


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