Raffaele Montella

@uniparthenope.it

Associate Professor, Department of Science and Technology
University of Naples "Parthenope"

Raffaele Montella


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https://researchid.co/montella

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Computer Science Applications
119

Scopus Publications

2014

Scholar Citations

28

Scholar h-index

52

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Reducing Language Model Inference Latency using CPU-Assisted Serving
    T Aslanidis, S Kosta, R Montella, S Lalis, D Chatzopoulos
    Proceedings of the Sixth European Workshop on Machine Learning and Systems … , 2026
    2026
  • Advanced Data Elaboration
    A Ciaramella, R Montella
    Digital Platforms-From Technical Foundations to Legal and Economic … , 2026
    2026
  • New digital services and goods
    M Agovino, A Albanese, G Andreotti, C Angrisani, O Ardovino, E Arezzo, ...
    Digital Platforms-From Technical Foundations to Legal and Economic Implications , 2026
    2026
  • Digital Platforms-From Technical Foundations to Legal and Economic Implications
    M Agovino, A Albanese, G Andreotti, C Angrisani, O Ardovino, E Arezzo, ...
    Springer , 2026
    2026
  • DAGonStore: Reliable Data Management for Workflows on the Computing Continuum with DynoStore and DAGonStar
    DD Sanchez-Gallegos, JL Gonzalez-Compean, J Carretero, R Montella
    Proceedings of the SC'25 Workshops of the International Conference for High … , 2025
    2025
  • Computational resources for LLM computing: The need for GPU virtualization
    TH Cheng, R Montella, KE Skouby, S Kosta
    2025
  • AI and HPC for intense rain event early warning leveraging real-time weather radar
    D Di Luccio, CG De Vita, G Mellone, DD Sánchez-Gallegos, P Corvino, ...
    2025 IEEE International Conference on eScience (eScience), 315-316 , 2025
    2025
  • Preserving and improving the legacy of eScience: the GLOBO experience
    C Coppola, G Davoli, F Fabiano, CG De Vita, D Di Luccio, P Corvino, ...
    2025 IEEE International Conference on eScience (eScience), 329-330 , 2025
    2025
  • Directed Acyclic Graph on Cross-Application Programmable I/O: Adding streaming flavour to scientific workflows
    S Perrotta, ME Santimaria, CG De Vita, M Torquati, D Di Luccio, P Corvino, ...
    2025 IEEE International Conference on eScience (eScience), 313-314 , 2025
    2025
  • A coupled Lagrangian-AI hierarchical and heterogeneous model for predicting bacteria contamination in farmed mussels
    CG De Vita, G Mellone, D Di Luccio, J Garcia-Blas, F Barchiesi, ...
    Future Generation Computer Systems, 108108 , 2025
    2025
    Citations: 1
  • Streaming I/O for scientific workflow engine acceleration
    S Perrotta, CG De Vita, G Mellone, ME Santimaria, M Torquati, JG Blas, ...
    Future generation computer systems, 107978 , 2025
    2025
    Citations: 3
  • Euro-Par 2024: Parallel Processing Workshops: Euro-Par 2024 International Workshops, Madrid, Spain, August 26–30, 2024, Proceedings, Part I
    S Caino-Lores, D Zeinalipour, TD Doudali, DE Singh, GEM Garzón, ...
    Springer Nature , 2025
    2025
  • Exploring the Effectiveness of Slot Attention-Based Classifier in Detecting Underwater Marine Litter: A Study
    G Mellone, E Di Nardo, CG De Vita, R Montella, PPC Aucelli, ...
    Advanced Neural Artificial Intelligence: Theories and Applications, 203-212 , 2025
    2025
  • G-Litter Marine Litter Dataset Augmentation with Diffusion Models and Large Language Models on GPU Acceleration
    G Mellone, CG De Vita, E Di Nardo, G Coviello, D Di Luccio, PPC Aucelli, ...
    2025 33rd Euromicro International Conference on Parallel, Distributed, and … , 2025
    2025
    Citations: 2
  • Federated Learning for Distributed Weather Forecasting: A Practical Approach on Real Multidimensional Georeferenced Data
    A Di Vicino, G Fiorillo, L Galluccio, R Montella
    2025
  • Requirements analysis in ARCAD-IA project
    PPC Aucelli, F Camastra, A Ciaramella, E Di Nardo, A Ferone, A Maratea, ...
    2025
  • Certamen Artificialis Intelligentia: Evaluating AI in Solving AI-generated Programming Exercises
    C Coppola, S Perrotta, C Giuseppe De Vita, G Mellone, D Di Luccio, ...
    2025
  • In-Browser C++ Interpreter for Lightweight Intelligent Programming Learning Environments
    T Blažauskas, A Rauba, J Swacha, R Montella, R Maskeliunas
    6th International Computer Programming Education Conference (ICPEC 2025), 14 … , 2025
    2025
  • Developing a GIS Framework for Effective Weather Routing in the Tyrrhenian Sea
    E Alcaras, G Budillon, Y Cotroneo, D Di Luccio, R Montella, C Parente
    2024 IEEE International Workshop on Metrology for the Sea; Learning to … , 2024
    2024
    Citations: 1
  • A high-performance, parallel, and hierarchically distributed model for coastal run-up events simulation and forecasting: D. Di Luccio et al.
    D Di Luccio, CG De Vita, A Florio, G Mellone, CA Torres Charles, ...
    The Journal of Supercomputing 80 (15), 22748-22769 , 2024
    2024
    Citations: 7

MOST CITED SCHOLAR PUBLICATIONS

  • A GPGPU transparent virtualization component for high performance computing clouds
    G Giunta, R Montella, G Agrillo, G Coviello
    Euro-Par 2010-Parallel Processing, 379-391 , 2010
    2010
    Citations: 319
  • Wave run-up prediction and observation in a micro-tidal beach
    D Di Luccio, G Benassai, G Budillon, L Mucerino, R Montella, ...
    Natural Hazards and Earth System Sciences 18 (11), 2841-2857 , 2018
    2018
    Citations: 62
  • Coastal marine data crowdsourcing using the internet of floating things: improving the results of a water quality model
    D Di Luccio, A Riccio, A Galletti, G Laccetti, M Lapegna, L Marcellino, ...
    IEEE Access 8, 101209-101223 , 2020
    2020
    Citations: 58
  • Rip current evidence by hydrodynamic simulations, bathymetric surveys and UAV observation
    G Benassai, P Aucelli, G Budillon, M De Stefano, D Di Luccio, G Di Paola, ...
    Natural Hazards and Earth System Sciences 17 (9), 1493-1503 , 2017
    2017
    Citations: 56
  • DagOn*: Executing direct acyclic graphs as parallel jobs on anything
    R Montella, D Di Luccio, S Kosta
    2018 IEEE/ACM Workflows in Support of Large-Scale Science (WORKS), 64-73 , 2018
    2018
    Citations: 52
  • On the virtualization of CUDA based GPU remoting on ARM and X86 machines in the GVirtuS framework
    R Montella, G Giunta, G Laccetti, M Lapegna, C Palmieri, C Ferraro, ...
    International Journal of Parallel Programming 45 (5), 1142-1163 , 2017
    2017
    Citations: 45
  • Monitoring and modelling coastal vulnerability and mitigation proposal for an archaeological site (Kaulonia, Southern Italy)
    D Di Luccio, G Benassai, G Di Paola, CM Rosskopf, L Mucerino, ...
    Sustainability 10 (6), 2017 , 2018
    2018
    Citations: 43
  • WaComM: A parallel Water quality Community Model for pollutant transport and dispersion operational predictions
    R Montella, D Di Luccio, P Troiano, A Riccio, A Brizius, I Foster
    2016 12th International Conference on Signal-Image Technology & Internet … , 2016
    2016
    Citations: 43
  • Accelerating Linux and Android applications on low‐power devices through remote GPGPU offloading
    R Montella, S Kosta, D Oro, J Vera, C Fernández, C Palmieri, D Di Luccio, ...
    Concurrency and Computation: Practice and Experience 29 (24), e4286 , 2017
    2017
    Citations: 40
  • Shoreline rotation analysis of embayed beaches by means of in situ and remote surveys
    D Di Luccio, G Benassai, G Di Paola, L Mucerino, A Buono, CM Rosskopf, ...
    Sustainability 11 (3), 725 , 2019
    2019
    Citations: 39
  • A fast, secure, reliable, and resilient data transfer framework for pervasive IoT applications
    R Montella, M Ruggieri, S Kosta
    IEEE INFOCOM 2018-IEEE conference on computer communications workshops … , 2018
    2018
    Citations: 39
  • FACE‐IT: A science gateway for food security research
    R Montella, D Kelly, W Xiong, A Brizius, J Elliott, R Madduri, ...
    Concurrency and Computation: Practice and Experience 27 (16), 4423-4436 , 2015
    2015
    Citations: 39
  • pPOM: A nested, scalable, parallel and Fortran 90 implementation of the Princeton Ocean Model
    G Giunta, P Mariani, R Montella, A Riccio
    Environmental Modelling & Software 22 (1), 117-122 , 2007
    2007
    Citations: 39
  • A grid computing based virtual laboratory for environmental simulations
    I Ascione, G Giunta, P Mariani, R Montella, A Riccio
    Euro-Par 2006 Parallel Processing, 1085-1094 , 2006
    2006
    Citations: 39
  • An efficient pattern-based approach for workflow supporting large-scale science: The DagOnStar experience
    DD Sánchez-Gallegos, D Di Luccio, S Kosta, JL Gonzalez-Compean, ...
    Future Generation Computer Systems 122, 187-203 , 2021
    2021
    Citations: 38
  • Virtualizing high-end GPGPUs on ARM clusters for the next generation of high performance cloud computing
    R Montella, G Giunta, G Laccetti
    Cluster computing 17 (1), 139-152 , 2014
    2014
    Citations: 37
  • Virtualizing general purpose GPUs for high performance cloud computing: an application to a fluid simulator
    R Di Lauro, F Giannone, L Ambrosio, R Montella
    2012 IEEE 10th International Symposium on Parallel and Distributed … , 2012
    2012
    Citations: 37
  • Using GPGPU accelerated interpolation algorithms for marine bathymetry processing with on-premises and cloud based computational resources
    L Marcellino, R Montella, S Kosta, A Galletti, D Di Luccio, V Santopietro, ...
    International Conference on Parallel Processing and Applied Mathematics, 14-24 , 2017
    2017
    Citations: 36
  • SOLE: linking research papers with science objects
    Q Pham, T Malik, I Foster, R Di Lauro, R Montella
    International Provenance and Annotation Workshop, 203-208 , 2012
    2012
    Citations: 36
  • Workflow-based automatic processing for internet of floating things crowdsourced data
    R Montella, D Di Luccio, L Marcellino, A Galletti, S Kosta, G Giunta, ...
    Future generation computer systems 94, 103-119 , 2019
    2019
    Citations: 35