Valeria Mele

38 papers C 1Journal 22Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
AgentAI: A comprehensive survey on autonomous agents in distributed AI for industry 4.0.
Expert Syst. Appl.
Francesco Piccialli, Diletta Chiaro, Sundas Sarwar, Donato Cerciello, Pian Qi, Valeria Mele
2025 J jnl
FLAIR: Federated Learning for Augmented Industrial Retrieval.
IEEE Internet Things J.
Diletta Chiaro, Pian Qi, Valeria Mele, Francesco Piccialli
2024 — conf
An ad-hoc file system accelerated workflow application for accidental fire fast response.
WiDE@EuroSys
Ciro Giuseppe De Vita, Dario Caramiello, Gennaro Mellone, Genaro Sanchez-Gallegos, Dante Domizzi Sánchez-Gallegos, Valeria Mele, Stefania Cavallo, Diana Di Luccio
2024 J jnl
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection.
Comput. Commun.
Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
2024 C conf
Generalized Ware-Amdhal Law.
PDP
Valeria Mele, Diego Romano
2024 — conf
Parallelism in GNN: Possibilities and Limits of Current Approaches.
PPAM (2)
Valeria Mele, Luisa Carracciuolo, Diego Romano
2024 J jnl
Special Issue on the pervasive nature of HPC (PN-HPC).
Concurr. Comput. Pract. Exp.
Marco Lapegna, Valeria Mele, Raffaele Montella, Lukasz Szustak
2024 J jnl
Toward a new linpack-like benchmark for heterogeneous computing resources.
Concurr. Comput. Pract. Exp.
Luisa Carracciuolo, Valeria Mele, Gianluca Sabella
2023 J jnl
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario.
IEEE Internet Things J.
Edoardo Prezioso, Fabio Giampaolo, Carlo Mazzocca, Armir Bujari, Valeria Mele, Flora Amato
2022 — conf
Algorithm and Software Overhead: A Theoretical Approach to Performance Portability.
PPAM (2)
Valeria Mele, Giuliano Laccetti
2022 J jnl
Classification of urban functional zones through deep learning.
Neural Comput. Appl.
Stefano Izzo, Edoardo Prezioso, Fabio Giampaolo, Valeria Mele, Vittorio Di Somma, Gang Mei
2021 J jnl
A scalable Kalman filter algorithm: Trustworthy analysis on constrained least square model.
Concurr. Comput. Pract. Exp.
Luisa D'Amore, Rosalba Cacciapuoti, Valeria Mele
2021 J jnl
About the granularity portability of block-based Krylov methods in heterogeneous computing environments.
Concurr. Comput. Pract. Exp.
Luisa Carracciuolo, Valeria Mele, Lukasz Szustak
2021 J jnl
Special Issue on High-end Heterogeneous Architectures, Methodologies, and Algorithms (HHAMA20).
Concurr. Comput. Pract. Exp.
Sokol Kosta, Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
2020 J jnl
Correlation of Performance Optimizations and Energy Consumption for Stencil-Based Application on Intel Xeon Scalable Processors.
IEEE Trans. Parallel Distributed Syst.
Lukasz Szustak, Roman Wyrzykowski, Tomasz Olas, Valeria Mele
2020 J jnl
Designing a GPU-parallel algorithm for raw SAR data compression: A focus on parallel performance estimation.
Future Gener. Comput. Syst.
Diego Romano, Marco Lapegna, Valeria Mele, Giuliano Laccetti
2020 J jnl
Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs.
J. Parallel Distributed Comput.
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano, Lukasz Szustak
2020 — conf
The Challenge of Onboard SAR Processing: A GPU Opportunity.
ICCS (3)
Diego Romano, Valeria Mele, Marco Lapegna
2019 — conf
A High Performance Modified K-Means Algorithm for Dynamic Data Clustering in Multi-core CPUs Based Environments.
IDCS
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano
2019 J jnl
A Multilevel Approach for the Performance Analysis of Parallel Algorithms.
CoRR
Luisa D'Amore, Valeria Mele, Diego Romano, Giuliano Laccetti
2019 — conf
Ab-initio Functional Decomposition of Kalman Filter: A Feasibility Analysis on Constrained Least Squares Problems.
PPAM (2)
Luisa D'Amore, Rosalba Cacciapuoti, Valeria Mele
2019 — conf
An Adaptive Strategy for Dynamic Data Clustering with the K-Means Algorithm.
PPAM (2)
Marco Lapegna, Valeria Mele, Diego Romano
2019 J jnl
An adaptive algorithm for high-dimensional integrals on heterogeneous CPU-GPU systems.
Concurr. Comput. Pract. Exp.
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
2019 J jnl
Multilevel Algebraic Approach for Performance Analysis of Parallel Algorithms.
Comput. Informatics
Luisa D'Amore, Valeria Mele, Diego Romano, Giuliano Laccetti
2018 J jnl
A PETSc parallel-in-time solver based on MGRIT algorithm.
Concurr. Comput. Pract. Exp.
Valeria Mele, Emil M. Constantinescu, Luisa Carracciuolo, Luisa D'Amore
2018 — conf
Performance Evaluation for a PETSc Parallel-in-Time Solver Based on the MGRIT Algorithm.
Euro-Par Workshops
Valeria Mele, Diego Romano, Emil M. Constantinescu, Luisa Carracciuolo, Luisa D'Amore
2017 — conf
Relaxing the Correctness Conditions on Concurrent Data Structures for Multicore CPUs. A Numerical Case Study.
PPAM (2)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
2016 J jnl
A Loosely Coordinated Model for Heap-Based Priority Queues in Multicore Environments.
Int. J. Parallel Program.
Giuliano Laccetti, Marco Lapegna, Valeria Mele
2015 — conf
Mathematical Approach to the Performance Evaluation of Matrix Multiply Algorithm.
PPAM (2)
Luisa D'Amore, Valeria Mele, Giuliano Laccetti, Almerico Murli
2015 — conf
Toward a fully parallel multigrid in time algorithm in PETSc environment: A case study in ocean models.
HPCS
Luisa Carracciuolo, Luisa D'Amore, Valeria Mele
2014 J jnl
Algorithm 946: ReLIADiff - A C++ Software Package for Real Laplace Transform Inversion based on Algorithmic Differentiation.
ACM Trans. Math. Softw.
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli
2013 — conf
A Study on Adaptive Algorithms for Numerical Quadrature on Heterogeneous GPU and Multicore Based Systems.
PPAM (1)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano
2013 J jnl
Erratum to: ReLaTIve. An Ansi C90 software package for the Real Laplace Transform Inversion.
Numer. Algorithms
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli, Mariarosaria Rizzardi
2013 J jnl
ReLaTIve. An Ansi C90 software package for the Real Laplace Transform Inversion.
Numer. Algorithms
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli
2012 J jnl
A Double Adaptive Algorithm for Multidimensional Integration on Multicore Based HPC Systems.
Int. J. Parallel Program.
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano, Almerico Murli
2011 — conf
Deconvolution of 3D Fluorescence Microscopy Images Using Graphics Processing Units.
PPAM (1)
Luisa D'Amore, Livia Marcellino, Valeria Mele, Diego Romano
2011 — conf
HADAB: Enabling Fault Tolerance in Parallel Applications Running in Distributed Environments.
PPAM (1)
Vania Boccia, Luisa Carracciuolo, Giuliano Laccetti, Marco Lapegna, Valeria Mele
2011 — —
Valutazione delle prestazioni di algoritmi paralleli fino ad ambienti GPU.
Valeria Mele