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Computational Environmental Science Middleware High Performance Grid Cloud Embedded Mobile Computing
Italy

Biography

Raffaele Montella is an Associate Professor with tenure in Computer Science at the Department of Science and Technologies (DiST), University of Naples "Parthenope" (UNP), Italy. He got his degree (MSc equivalent) \textit{cum laude} and an award mention to his study career in (Marine) Environmental Science at the University of Naples "Parthenope" in 1998, defending a thesis about the "Development of a GIS system for marine applications".

He defended his Ph.D. thesis on "Environmental modeling and Grid Computing techniques" earning a Ph.D. in Marine Science and Engineering at the University of Naples "Federico II".

His main research topics and scientific production are focused on: tools for high-performance computing, cloud computing, and GPUs with applications in the field of computational environmental science (multi-dimensional geo-referenced big data, distributed computing for modeling, and scientific workflows and science gateways) leveraging on his previous (and still ongoing) experiences in embedded, mobile, wearable, pervasive computing, and Internet of Things.

He joined the CI/RDCEP of the University of Chicago as Visiting Scholar and Visiting Assistant Professor working on the FACE-IT project.
He leads the High-Performance Scientific Computing (HPSC) Laboratory and the IT infrastructure of the UNP Center for Marine and Atmosphere Monitoring and Modeling (CMMMA).

He technically led the University of Naples "Parthenope" research unit of the European Project ``Heterogeneous secure multi-level Remote Acceleration service for low-Power Integrated systems and Devices (RAPID)''. His effort focused on GVirtuS development and integration (General purpose Virtualization Service), enabling CUDA kernel execution on mobile and embedded devices.

He led the locally funded project: ``Modeling Mytilus farming System with Enhanced web technologies (MytiluSE)'' focused on high-performance computing-based coupled simulations for mussels farms' food quality prediction and assessment for human gastric disease mitigation.
He led the locally funded project "MytilAI - Modeling mytilus farming with Artificial Intelligence technologies", focusing on using AI techniques for mussel pollutant contamination predictions.

He leads the research project: "DYNAMO: Distributed leisure Yacht-carried sensor-Network for Atmosphere and Marine data crOwd-sourcing applications", targeting coastal marine data gathering as crowd-sourcing for environmental protection, development, and management.

He led the UNP unit of the Erasmus+ Project "Framework for Gamified Programming Education (FGPE)", and he led the UNP unit of the project "FGPE Plus: Learning tools interoperability for gamified programming education" as an ideal extension of FGPE.

Since 2021 he has been head of the UNP node CINI Lab/Working Group "HPC: Key Technologies and Tools". Since 2022 he has been the head of the AWS Academy at the University of Naples "Parthenope". He is the founder and the curator of the Museum of Computational Architectures (MArC) at the University of Naples "Parthenope".

In May 2019, he gained the Italian National Academic Qualifications as Associate Professor in Computer Science (01/B1).
In February 2023, he gained the Italian National Academic Qualifications as Full Professor in Computer Science (01/B1).

Activities

Employment (2)

Università degli Studi di Napoli Parthenope Dipartimento di Scienze e Tecnologie: Napoli, Campania, IT

2022-01-03 to present | Associate Professor (Science and Technology)
Employment
Source: Self-asserted source
Raffaele Montella

Università degli Studi di Napoli Parthenope: Napoli, Campania, IT

2005-01-13 to 2022-01-02 | Assistant Professor with tenure (Department of Science and Technologies)
Employment
Source: Self-asserted source
Raffaele Montella

Education and qualifications (2)

Università degli Studi di Napoli Federico II: Napoli, Campania, IT

2001-11-15 to 2005-02-15 | PhD in Marine Science and Engineering
Education
Source: Self-asserted source
Raffaele Montella

Università degli Studi di Napoli Parthenope: Napoli, Campania, IT

1993-09-27 to 1998-07-14 | Degree in Marine Environmental Science
Education
Source: Self-asserted source
Raffaele Montella

Works (50 of 59)

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Page 1 of 2

GAMAI, an AI-Powered Programming Exercise Gamifier Tool

2024 | Book chapter
Contributors: Raffaele Montella; Ciro Giuseppe De Vita; Gennaro Mellone; Tullio Ciricillo; Dario Caramiello; Diana Di Luccio; Sokol Kosta; Robertas Damasevicius; Rytis Maskeliunas; Ricardo Queiros et al.
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Developing a GIS Framework for Effective Weather Routing in the Tyrrhenian Sea

2024-10-14 | Conference paper
Contributors: Emanuele Alcaras; Giorgio Budillon; Yuri Cotroneo; Diana Di Luccio; Raffaele Montella; Claudio Parente
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Crossref

Striking Trade-off Between High Performance and Energy Efficiency in an Edge Computing Application for Detecting Floating Plastic Debris

2024-06-03 | Conference paper
Contributors: Marco Lapegna; Giuliano Laccetti; Raffaele Montella; Diego Romano
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A GIS-big data model for improving the coverage and analysis processes of territory observation, and integrating ground-based observations with retrospective meteorological data

International Journal of Applied Earth Observation and Geoinformation
2024-04 | Journal article
Contributors: J. Armando Barron-Lugo; Ivan Lopez-Arevalo; J.L. Gonzalez-Compean; M. Susana Alvarado-Barrientos; Jesus Carretero; Victor J. Sosa-Sosa; Raffaele Montella
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Improving Real-Time Data Streams Performance on Autonomous Surface Vehicles using DataX

2024-03-20 | Conference paper
Contributors: Gennaro Mellone; Ciro Giuseppe de Vita; Giuseppe Coviello; Pietro Patrizio Ciro Aucelli; Angelo Ciaramella; Raffaele Montella
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Malleability Techniques for HPC Systems

2023 | Book chapter
Contributors: Jesus Carretero; David Exposito; Alberto Cascajo; Raffaele Montella
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A containerized distributed processing platform for autonomous surface vehicles: preliminary results for marine litter detection

2023-03 | Conference paper
Contributors: Gennaro Mellone; Ciro Giuseppe De Vita; Dante Domizzi Sánchez-Gallegos; Diana Di Luccio; Gaia Mattei; Francesco Peluso; Pietro Patrizio Ciro Aucelli; Angelo Ciaramella; Raffaele Montella
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A highly scalable high-performance Lagrangian transport and diffusion model for marine pollutants assessment

2023-03 | Conference paper
Contributors: Raffaele Montella; Diana Di Luccio; Ciro Giuseppe de Vita; Gennaro Mellone; Marco Lapegna; Gloria Ortega; Livia Marcellino; Enrico Zambianchi; Giulio Giunta
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Parallel and hierarchically-distributed Shoreline Alert Model (SAM)

2023-03 | Conference paper
Contributors: Ciro Giuseppe de Vita; Gennaro Mellone; Aniello Florio; Catherine Alessandra Torres Charles; Diana Di Luccio; Marco Lapegna; Guido Benassai; Giorgio Budillon; Raffaele Montella
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PuzzleMesh: A Puzzle Model to Build Mesh of Agnostic Services for Edge-Fog-Cloud

IEEE Transactions on Services Computing
2023-03-01 | Journal article
Contributors: Dante D. Sanchez-Gallegos; J. L. Gonzalez-Compean; Jesus Carretero; Heidy M. Marin-Castro; Andrei Tchernykh; Raffaele Montella
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AIQUAM: Artificial Intelligence-based water QUAlity Model

2022-10 | Conference paper
Contributors: Ciro Giuseppe De Vita; Gennaro Mellone; Diana Di Luccio; Sokol Kosta; Angelo Ciaramella; Raffaele Montella
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Artificial Intelligence for mussels farm quality assessment and prediction

2022-10-03 | Conference paper
Contributors: Ciro Giuseppe de Vita; Gennaro Mellone; Francesca Barchiesi; Diana Di Luccio; Angelo Ciaramella; Raffaele Montella
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Democratizing the computational environmental marine data science: using the High-Performance Cloud-Native Computing for inert transport and diffusion Lagrangian modelling

2022-10-03 | Conference paper
Contributors: Gennaro Mellone; Ciro Giuseppe de Vita; Enrico Zambianchi; David Exposito Singh; Diana Di Luccio; Raffaele Montella
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Toward a high-performance clustering algorithm for securing edge computing environments

2022-05 | Conference paper
Contributors: Giuliano Laccetti; Marco Lapegna; Raffaele Montella
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A novel transversal processing model to build environmental big data services in the cloud

Environmental Modelling & Software
2021-10 | Journal article
Contributors: J. Armando Barron-Lugo; Jose Luis Gonzalez-Compean; Jesus Carretero; Ivan Lopez-Arevalo; Raffaele Montella
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Crossref

A WoT-Based Method for Creating Digital Sentinel Twins of IoT Devices

Sensors
2021-08-17 | Journal article
Contributors: Ivan Lopez-Arevalo; Jose Luis Gonzalez-Compean; Mariana Hinojosa-Tijerina; Cristhian Martinez-Rendon; Raffaele Montella; Jose L. Martinez-Rodriguez
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Process mining‐constrained scheduling in the hybrid cloud

Concurrency and Computation: Practice and Experience
2021-02-25 | Journal article
Contributors: Kenneth K. Azumah; Lene T. Sørensen; Raffaele Montella; Sokol Kosta
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Vessel to shore data movement through the Internet of Floating Things: A microservice platform at the edge

Concurrency and Computation: Practice and Experience
2021-02-25 | Journal article
Contributors: Diana Di Luccio; Sokol Kosta; Aniello Castiglione; Antonio Maratea; Raffaele Montella
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Coastal Marine Data Crowdsourcing Using the Internet of Floating Things: Improving the Results of a Water Quality Model

IEEE Access
2020 | Journal article
Contributors: Diana Di Luccio; Angelo Riccio; Ardelio Galletti; Giuliano Laccetti; Marco Lapegna; Livia Marcellino; Sokol Kosta; Raffaele Montella
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Using the FACE-IT portal and workflow engine for operational food quality prediction and assessment: An application to mussel farms monitoring in the Bay of Napoli, Italy

Future Generation Computer Systems
2020-09 | Journal article
Contributors: Raffaele Montella; Alison Brizius; Diana Di Luccio; Cheryl Porter; Joshua Elliot; Ravi Madduri; David Kelly; Angelo Riccio; Ian Foster
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Crossref

GEdIL—Gamified Education Interoperability Language

Information
2020-05-28 | Journal article
Contributors: Jakub Swacha; José Carlos Paiva; José Paulo Leal; Ricardo Queirós; Raffaele Montella; Sokol Kosta
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Crossref

CUDA Virtualization and Remoting for GPGPU Based Acceleration Offloading at the Edge

2019 | Book chapter
Contributors: Antonio Mentone; Diana Di Luccio; Luca Landolfi; Sokol Kosta; Raffaele Montella
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Crossref

StormSeeker: A Machine-Learning-Based Mediterranean Storm Tracer

2019 | Book chapter
Contributors: Raffaele Montella; Diana Di Luccio; Angelo Ciaramella; Ian Foster
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Crossref

An adaptive algorithm for high‐dimensional integrals on heterogeneous CPU‐GPU systems

Concurrency and Computation: Practice and Experience
2019-10-10 | Journal article
Contributors: Giuliano Laccetti; Marco Lapegna; Valeria Mele; Raffaele Montella
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Crossref

Workflow-based automatic processing for Internet of Floating Things crowdsourced data

Future Generation Computer Systems
2019-05 | Journal article
Contributors: Raffaele Montella; Diana Di Luccio; Livia Marcellino; Ardelio Galletti; Sokol Kosta; Giulio Giunta; Ian Foster
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Crossref

Statistical Deviations in Shoreline Detection Obtained with Direct and Remote Observations

Journal of Marine Science and Engineering
2019-05-11 | Journal article
Contributors: Giovanni Pugliano; Umberto Robustelli; Diana Di Luccio; Luigi Mucerino; Guido Benassai; Raffaele Montella
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Crossref

Performance, Resilience, and Security in Moving Data from the Fog to the Cloud: The DYNAMO Transfer Framework Approach

2018 | Book chapter
Contributors: Raffaele Montella; Diana Di Luccio; Sokol Kosta; Giulio Giunta; Ian Foster
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Crossref

Relaxing the Correctness Conditions on Concurrent Data Structures for Multicore CPUs. A Numerical Case Study

2018 | Book chapter
Contributors: Giuliano Laccetti; Marco Lapegna; Valeria Mele; Raffaele Montella
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Crossref

Using GPGPU Accelerated Interpolation Algorithms for Marine Bathymetry Processing with On-Premises and Cloud Based Computational Resources

2018 | Book chapter
Contributors: Livia Marcellino; Raffaele Montella; Sokol Kosta; Ardelio Galletti; Diana Di Luccio; Vincenzo Santopietro; Mario Ruggieri; Marco Lapegna; Luisa D’Amore; Giuliano Laccetti
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Crossref

Marine bathymetry processing through GPGPU virtualization in high performance cloud computing

Concurrency and Computation: Practice and Experience
2018-12-25 | Journal article
Contributors: Raffaele Montella; Livia Marcellino; Ardelio Galletti; Diana Di Luccio; Sokol Kosta; Giuliano Laccetti; Giulio Giunta
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Crossref

Models, algorithms, and tools for highly heterogeneous computing environments

Concurrency and Computation: Practice and Experience
2018-12-25 | Journal article
Contributors: Giuliano Laccetti; Marco Lapegna; Raffaele Montella; Sokol Kosta
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Crossref

WaComM: A Parallel Water Quality Community Model for Pollutant Transport and Dispersion Operational Predictions

Proceedings - 12th International Conference on Signal Image Technology and Internet-Based Systems, SITIS 2016
2017 | Conference paper
EID:

2-s2.0-85019259564

Contributors: Montella, R.; Di Luccio, D.; Troiano, P.; Riccio, A.; Brizius, A.; Foster, I.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Accelerating Linux and Android applications on low‐power devices through remote GPGPU offloading

Concurrency and Computation: Practice and Experience
2017-12-25 | Journal article
Contributors: Raffaele Montella; Sokol Kosta; David Oro; Javier Vera; Carles Fernández; Carlo Palmieri; Diana Di Luccio; Giulio Giunta; Marco Lapegna; Giuliano Laccetti
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Crossref

On the Virtualization of CUDA Based GPU Remoting on ARM and X86 Machines in the GVirtuS Framework

International Journal of Parallel Programming
2017-10-13 | Journal article
Contributors: Raffaele Montella; Giulio Giunta; Giuliano Laccetti; Marco Lapegna; Carlo Palmieri; Carmine Ferraro; Valentina Pelliccia; Cheol-Ho Hong; Ivor Spence; Dimitrios S. Nikolopoulos
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Preferred source (of 2)‎

Applications of the FACE-IT portal and workflow engine for operational food quality prediction and assessment: Mussel farm monitoring in the Bay of Napoli, Italy

CEUR Workshop Proceedings
2016 | Conference paper
EID:

2-s2.0-85016304084

Contributors: Montella, R.; Brizius, A.; Di Luccio, D.; Porter, C.; Elliot, J.; Madduri, R.; Kelly, D.; Riccio, A.; Foster, I.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Enabling android-based devices to high-end GPGPUs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-85007189977

Contributors: Montella, R.; Ferraro, C.; Kosta, S.; Pelliccia, V.; Giunta, G.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Guest Editorial for Hybrid Parallelism in New HPC Systems

International Journal of Parallel Programming
2016 | Journal article
EID:

2-s2.0-84990848563

Contributors: Laccetti, G.; Foster, I.; Lapegna, M.; Messina, P.; Montella, R.; Murli, A.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Heterogeneous Secure Multi-level Remote Acceleration Service for Low-power Integrated Systems and Devices

Procedia Computer Science
2016 | Conference paper
EID:

2-s2.0-84998579349

Contributors: López, L.; Nieto, F.J.; Velivassaki, T.-H.; Kosta, S.; Hong, C.-H.; Montella, R.; Mavroidis, I.; Fernández, C.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Virtualizing CUDA enabled GPGPUs on ARM clusters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
EID:

2-s2.0-84964461702

Contributors: Montella, R.; Giunta, G.; Laccetti, G.; Lapegna, M.; Palmieri, C.; Ferraro, C.; Pelliccia, V.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

FACE-IT: A science gateway for food security research

Concurrency Computation
2015 | Journal article
EID:

2-s2.0-84944874118

Contributors: Montella, R.; Kelly, D.; Xiong, W.; Brizius, A.; Elliott, J.; Madduri, R.; Maheshwari, K.; Porter, C.; Vilter, P.; Wilde, M. et al.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

The high performance internet of things: Using GVirtus to share high-end GPUs with ARM based cluster computing nodes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2014 | Book
EID:

2-s2.0-84901266785

Contributors: Laccetti, G.; Montella, R.; Palmieri, C.; Pelliccia, V.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Virtualizing high-end GPGPUs on ARM clusters for the next generation of high performance cloud computing

Cluster Computing
2014 | Journal article
EID:

2-s2.0-84896394744

Contributors: Montella, R.; Giunta, G.; Laccetti, G.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Special issue on novel parallel and distributed computing paradigms

New Generation Computing
2013 | Journal article
EID:

2-s2.0-84881468862

Contributors: Carretero, J.; Montella, R.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

A general-purpose virtualization service for HPC on cloud computing: An application to GPUs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
EID:

2-s2.0-84865204787

Contributors: Montella, R.; Coviello, G.; Giunta, G.; Laccetti, G.; Isaila, F.; Blas, J.G.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

SIaaS - Sensing instrument as a service using cloud computing to turn physical instrument into ubiquitous service

Proceedings of the 2012 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2012
2012 | Conference paper
EID:

2-s2.0-84867278912

Contributors: Di Lauro, R.; Lucarelli, F.; Montella, R.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

SOLE: Linking research papers with science objects

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2012 | Book
EID:

2-s2.0-84868273935

Contributors: Pham, Q.; Malik, T.; Foster, I.; Di Lauro, R.; Montella, R.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

Virtualizing general purpose GPUs for high performance cloud computing: An application to a fluid simulator

Proceedings of the 2012 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, ISPA 2012
2012 | Conference paper
EID:

2-s2.0-84867244965

Contributors: Di Lauro, R.; Giannone, F.; Ambrosio, L.; Montella, R.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

A GPGPU transparent virtualization component for high performance computing clouds

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | Book
EID:

2-s2.0-78349273083

Contributors: Giunta, G.; Montella, R.; Agrillo, G.; Coviello, G.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

A grid computing based virtual laboratory for environmental simulations

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
EID:

2-s2.0-45449108216

Contributors: Montella, R.; Giunta, G.; Laccetti, G.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier

An integrated classAd-latent semantic indexing matchmaking algorithm for globus toolkit based computing grids

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
EID:

2-s2.0-45449099478

Contributors: Montella, R.; Giunta, G.; Riccio, A.
Source: Self-asserted source
Raffaele Montella via Scopus - Elsevier
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