Valeria Mele

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Data Clustering

Laplace Transform

Constrained Least Squares

Computing Environments

Top Venues

Concurr. Comput. Pract. Exp.

Comput. Informatics

Publications

Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection. Comput. Commun. 225 (2024)
Marco Lapegna, Valeria Mele, Raffaele Montella, Lukasz Szustak
Special Issue on the pervasive nature of HPC (PN-HPC). Concurr. Comput. Pract. Exp. 36 (10) (2024)
Ciro Giuseppe De Vita, Dario Caramiello, Gennaro Mellone, Genaro Sanchez-Gallegos, Dante Domizzi Sánchez-Gallegos, Valeria Mele, Stefania Cavallo, Diana Di Luccio
An ad-hoc file system accelerated workflow application for accidental fire fast response. WiDE@EuroSys (2024)
Valeria Mele, Diego Romano
Generalized Ware-Amdhal Law. PDP (2024)
Luisa Carracciuolo, Valeria Mele, Gianluca Sabella
Toward a new linpack-like benchmark for heterogeneous computing resources. Concurr. Comput. Pract. Exp. 36 (10) (2024)
Edoardo Prezioso, Fabio Giampaolo, Carlo Mazzocca, Armir Bujari, Valeria Mele, Flora Amato
Machine Learning Insights for Behavioral Data Analysis Supporting the Autonomous Vehicles Scenario. IEEE Internet Things J. 10 (4) (2023)
Stefano Izzo, Edoardo Prezioso, Fabio Giampaolo, Valeria Mele, Vittorio Di Somma, Gang Mei
Classification of urban functional zones through deep learning. Neural Comput. Appl. 34 (9) (2022)
Valeria Mele, Giuliano Laccetti
Algorithm and Software Overhead: A Theoretical Approach to Performance Portability. PPAM (2) (2022)
Luisa D'Amore, Rosalba Cacciapuoti, Valeria Mele
A scalable Kalman filter algorithm: Trustworthy analysis on constrained least square model. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Sokol Kosta, Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
Special Issue on High-end Heterogeneous Architectures, Methodologies, and Algorithms (HHAMA20). Concurr. Comput. Pract. Exp. 33 (4) (2021)
Luisa Carracciuolo, Valeria Mele, Lukasz Szustak
About the granularity portability of block-based Krylov methods in heterogeneous computing environments. Concurr. Comput. Pract. Exp. 33 (4) (2021)
Diego Romano, Valeria Mele, Marco Lapegna
The Challenge of Onboard SAR Processing: A GPU Opportunity. ICCS (3) (2020)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano, Lukasz Szustak
Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs. J. Parallel Distributed Comput. 145 (2020)
Diego Romano, Marco Lapegna, Valeria Mele, Giuliano Laccetti
Designing a GPU-parallel algorithm for raw SAR data compression: A focus on parallel performance estimation. Future Gener. Comput. Syst. 112 (2020)
Lukasz Szustak, Roman Wyrzykowski, Tomasz Olas, Valeria Mele
Correlation of Performance Optimizations and Energy Consumption for Stencil-Based Application on Intel Xeon Scalable Processors. IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Luisa D'Amore, Valeria Mele, Diego Romano, Giuliano Laccetti
Multilevel Algebraic Approach for Performance Analysis of Parallel Algorithms. Comput. Informatics 38 (4) (2019)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
An adaptive algorithm for high-dimensional integrals on heterogeneous CPU-GPU systems. Concurr. Comput. Pract. Exp. 31 (19) (2019)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano
A High Performance Modified K-Means Algorithm for Dynamic Data Clustering in Multi-core CPUs Based Environments. IDCS (2019)
Luisa D'Amore, Rosalba Cacciapuoti, Valeria Mele
Ab-initio Functional Decomposition of Kalman Filter: A Feasibility Analysis on Constrained Least Squares Problems. PPAM (2) (2019)
Luisa D'Amore, Valeria Mele, Diego Romano, Giuliano Laccetti
A Multilevel Approach for the Performance Analysis of Parallel Algorithms. CoRR (2019)
Marco Lapegna, Valeria Mele, Diego Romano
An Adaptive Strategy for Dynamic Data Clustering with the K-Means Algorithm. PPAM (2) (2019)
Valeria Mele, Diego Romano, Emil M. Constantinescu, Luisa Carracciuolo, Luisa D'Amore
Performance Evaluation for a PETSc Parallel-in-Time Solver Based on the MGRIT Algorithm. Euro-Par Workshops (2018)
Valeria Mele, Emil M. Constantinescu, Luisa Carracciuolo, Luisa D'Amore
A PETSc parallel-in-time solver based on MGRIT algorithm. Concurr. Comput. Pract. Exp. 30 (24) (2018)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Raffaele Montella
Relaxing the Correctness Conditions on Concurrent Data Structures for Multicore CPUs. A Numerical Case Study. PPAM (2) (2017)
Giuliano Laccetti, Marco Lapegna, Valeria Mele
A Loosely Coordinated Model for Heap-Based Priority Queues in Multicore Environments. Int. J. Parallel Program. 44 (4) (2016)
Luisa D'Amore, Valeria Mele, Giuliano Laccetti, Almerico Murli
Mathematical Approach to the Performance Evaluation of Matrix Multiply Algorithm. PPAM (2) (2015)
Luisa Carracciuolo, Luisa D'Amore, Valeria Mele
Toward a fully parallel multigrid in time algorithm in PETSc environment: A case study in ocean models. HPCS (2015)
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli
Algorithm 946: ReLIADiff - A C++ Software Package for Real Laplace Transform Inversion based on Algorithmic Differentiation. ACM Trans. Math. Softw. 40 (4) (2014)
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli, Mariarosaria Rizzardi
Erratum to: ReLaTIve. An Ansi C90 software package for the Real Laplace Transform Inversion. Numer. Algorithms 63 (3) (2013)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano
A Study on Adaptive Algorithms for Numerical Quadrature on Heterogeneous GPU and Multicore Based Systems. PPAM (1) (2013)
Luisa D'Amore, Rosanna Campagna, Valeria Mele, Almerico Murli
ReLaTIve. An Ansi C90 software package for the Real Laplace Transform Inversion. Numer. Algorithms 63 (1) (2013)
Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano, Almerico Murli
A Double Adaptive Algorithm for Multidimensional Integration on Multicore Based HPC Systems. Int. J. Parallel Program. 40 (4) (2012)
Vania Boccia, Luisa Carracciuolo, Giuliano Laccetti, Marco Lapegna, Valeria Mele
HADAB: Enabling Fault Tolerance in Parallel Applications Running in Distributed Environments. PPAM (1) (2011)
Luisa D'Amore, Livia Marcellino, Valeria Mele, Diego Romano
Deconvolution of 3D Fluorescence Microscopy Images Using Graphics Processing Units. PPAM (1) (2011)