Flavio Vella

78 papers A* 1A 8B 3C 3Journal 39Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Avoiding Linear Algebraic Kernel K-Means on GPUs.
CoRR
Julian Bellavita, Matthew Rubino, Nakul Iyer, Andrew Chang, Aditya Devarakonda, Flavio Vella, Giulia Guidi
2026 J jnl
Communication-Avoiding SpGEMM via Trident Partitioning on Hierarchical GPU Interconnects.
CoRR
Julian Bellavita, Lorenzo Pichetti, Thomas Pasquali, Flavio Vella, Giulia Guidi
2026 J jnl
Frequency Matters: Fast Model-Agnostic Data Curation for Pruning and Quantization.
CoRR
Francesco Pio Monaco, Elia Cunegatti, Flavio Vella, Giovanni Iacca
2026 J jnl
NET4EXA: Pioneering the Future of Interconnects for Supercomputing and AI.
CoRR
Michele Martinelli, Roberto Ammendola, Andrea Biagioni, Carlotta Chiarini, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Stanislao Paolucci, Elena Pastorelli, Pierpaolo Perticaroli, Luca Pontisso, Cristian Rossi, Francesco Simula, Piero Vicini, David Colin, Grégoire Pichon, Alexandre Louvet, John Gliksberg, Claire Chen, Matteo Turisini, Andrea Monterubbiano, Jean-Philippe Nominé, Denis Dutoit, Hugo Taboada, Lilia Zaourar, Mohamed Benazouz, Angelos Bilas, Fabien Chaix, Manolis Katevenis, Nikolaos Chrysos, Evangelos Mageiropoulos, Christos Kozanitis, Thomas Moen, Steffen Persvold, Einar Rustad, Sandro Fiore, Fabrizio Granelli, Simone Pezzuto, Raffaello Potestio, Luca Tubiana, Philippe Velha, Flavio Vella, Daniele De Sensi, Salvatore Pontarelli
2026 J jnl
State of practice: Evaluating GPU performance of state vector and tensor network methods.
Future Gener. Comput. Syst.
Marzio Vallero, Paolo Rech, Flavio Vella
2025 — conf
Architecture, Simulation and Software Stack to Support Post-CMOS Accelerators: The ARCHYTAS Project.
ISVLSI
Giovanni Agosta, Stefano Cherubin, Derek Christ, Francesco Conti, Asbjørn Djupdal, Matthias Jung, Georgios Keramidas, Roberto Passerone, Paolo Rech, Elisa Ricci, Philippe Velha, Flavio Vella, Kasim Sinan Yildirim, Nils Wilbert
2025 J jnl
Architecture, Simulation and Software Stack to Support Post-CMOS Accelerators: The ARCHYTAS Project.
CoRR
Giovanni Agosta, Stefano Cherubin, Derek Christ, Francesco Conti, Asbjørn Djupdal, Matthias Jung, Georgios Keramidas, Roberto Passerone, Paolo Rech, Elisa Ricci, Philippe Velha, Flavio Vella, Kasim Sinan Yildirim, Nils Wilbert
2025 — conf
Cache-optimized BFS on multi-core CPUs.
FCPC@PPOPP
Salvatore Domenico Andaloro, Thomas Pasquali, Flavio Vella
2025 — conf
Climate Data IT: towards a National Data Hub for Climate Science.
ITADATA
Sandro Fiore, Paola Nassisi, Ludovica Sacco, Gabriele Padovani, Fabrizio Antonio, Donatello Elia, Italo Epicoco, Nicola Giuseppe Marchioro, Marco Robol, Konstantinos Zefkilis, Flavio Vella, Carolina Sopranzetti, Andrea Alessandri, Annalisa Cherchi, Franco Catalano, Gianmaria Sannino, Gabriella Scipione, Marco Puccini, Erika Coppola, Ivan Girotto, Marco Reale, Stefano Salon, Antonella Galizia, Marcello Iotti, Paolo Giorgini, Hilary J. Oliver, Valentine Anantharaj, Silvio Gualdi
2025 J jnl
Dependable classical-quantum computing systems engineering.
Frontiers Comput. Sci.
Edoardo Giusto, Santiago Núñez-Corrales, Kaitlin N. Smith, Phuong Cao, Ed Younis, Paolo Rech, Flavio Vella, Betis Baheri, Alessandro Cilardo, Bartolomeo Montrucchio, Weiwen Jiang, Shuai Xu, Samudra Dasgupta, Ravishankar K. Iyer, Travis S. Humble
2025 J jnl
Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks.
CoRR
Anas Jnini, Flavio Vella
2025 J jnl
Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks.
Trans. Mach. Learn. Res.
Anas Jnini, Flavio Vella
2025 B conf
European Test Symposium Teams: an Anniversary Snapshot.
ETS
Maksim Jenihhin, Jaan Raik, Artur Jutman, Natalia Cherezova, Raimund Ubar, Liviu Miclea, Szilárd Enyedi, I. Stefan, Ovidiu Stan, Cosmina Corches, Z. Peng, Petru Eles, Rolf Drechsler, S. Eggersglüß, Görschwin Fey, Andreas Glowatz, Daniel Tille, Georges G. E. Gielen, Anthony Coyette, Wim Dobbelaere, Ronny Vanhooren, P.-Y. Chuang, Erik Jan Marinissen, Giorgio Di Natale, M. Barragan, Paolo Maistri, S. Mir, Vatajelu I. Vatajelu, Paolo Bernardi, S. Di Carlo, Paolo Prinetto, Matteo Sonza Reorda, Massimo Violante, Haralampos-G. Stratigopoulos, M. K. Michael, Stelios Neophytou, Stavros Hadjitheophanous, Kyriakos Christou, M. Skitsas, Alberto Bosio, Bastien Deveautour, P. Girard, Marcello Traiola, Arnaud Virazel, F. Fernandes Dos Santos, Angeliki Kritikakou, Gioele Casagranda, Marzio Vallero, Flavio Vella, Paolo Rech, Letícia Maria Bolzani Poehls, Milos Krstic, Marko S. Andjelkovic, F. Vargas, Grigor Tshagharyan, Gurgen Harutyunyan, Valery A. Vardanian, Samvel K. Shoukourian, Yervant Zorian, Jennifer Dworak, Kundan Nepal, Theodore W. Manikas, Mottaqiallah Taouil, Moritz Fieback, Anteneh Gebregiorgis, Rajendra Bishnoi, Said Hamdioui, Abhijit Chatterjee, A. Saha, Suhasini Komarraju, K. Ma, Chandramouli N. Amarnath, Mehdi Baradaran Tahoori, Mahta Mayahinia, Maryam Rajabalipanah, Katayoon Basharkhah, N. Nosrati, Zahra Jahanpeima, Zain Navabi, Hans-Joachim Wunderlich, Sybille Hellebrand
2025 C conf
NET4EXA: Pioneering the Future of Interconnects for Supercomputing and AI.
DSD
Michele Martinelli, Roberto Ammendola, Andrea Biagioni, Carlotta Chiarini, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Stanislao Paolucci, Elena Pastorelli, Pierpaolo Perticaroli, Luca Pontisso, Cristian Rossi, Francesco Simula, Piero Vicini, David Colin, Grégoire Pichon, Alexandre Louvet, John Gliksberg, Claire Chen, Matteo Turisini, Andrea Monterubbiano, Jean-Philippe Nominé, Denis Dutoit, Hugo Taboada, Lilia Zaourar, Mohamed Benazouz, Angelos Bilas, Fabien Chaix, Manolis Katevenis, Nikolaos Chrysos, Evangelos Mageiropoulos, Christos Kozanitis, Thomas Moen, Steffen Persvold, Einar Rustad, Sandro Fiore, Fabrizio Granelli, Simone Pezzuto, Raffaello Potestio, Luca Tubiana, Philippe Velha, Flavio Vella, Daniele De Sensi, Salvatore Pontarelli
2025 J jnl
Physics-constrained DeepONet for Surrogate CFD models: a curved backward-facing step case.
CoRR
Anas Jnini, Harshinee Goordoyal, Sujal Dave, Flavio Vella, Katharine H. Fraser, Artem Korobenko
2025 B conf
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra.
PPoPP
Julian Bellavita, Thomas Pasquali, Laura Del Rio Martin, Flavio Vella, Giulia Guidi
2025 J jnl
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra.
CoRR
Julian Bellavita, Thomas Pasquali, Laura Del Rio Martin, Flavio Vella, Giulia Guidi
2025 A* conf
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks.
ICML
Anas Jnini, Lorenzo Breschi, Flavio Vella
2025 J jnl
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks.
CoRR
Anas Jnini, Lorenzo Breschi, Flavio Vella
2024 J jnl
Assessing the Impact of Compiler Optimizations on GPUs Reliability.
ACM Trans. Archit. Code Optim.
Fernando Fernandes dos Santos, Luigi Carro, Flavio Vella, Paolo Rech
2024 — conf
Benchmarking Ethernet Interconnect for HPC/AI workloads.
SC Workshops
Lorenzo Pichetti, Daniele De Sensi, Karthee Sivalingam, Stepan Nassyr, Daniele Cesarini, Matteo Turisini, Dirk Pleiter, Aldo Artigiani, Flavio Vella
2024 J jnl
Dependable Classical-Quantum Computer Systems Engineering.
CoRR
Edoardo Giusto, Santiago Núñez-Corrales, Phuong Cao, Alessandro Cilardo, Ravishankar K. Iyer, Weiwen Jiang, Paolo Rech, Flavio Vella, Bartolomeo Montrucchio, Samudra Dasgupta, Travis S. Humble
2024 A conf
Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects.
SC
Daniele De Sensi, Lorenzo Pichetti, Flavio Vella, Tiziano De Matteis, Zebin Ren, Luigi Fusco, Matteo Turisini, Daniele Cesarini, Kurt Lust, Animesh Trivedi, Duncan Roweth, Filippo Spiga, Salvatore Di Girolamo, Torsten Hoefler
2024 J jnl
Exploring GPU-to-GPU Communication: Insights into Supercomputer Interconnects.
CoRR
Daniele De Sensi, Lorenzo Pichetti, Flavio Vella, Tiziano De Matteis, Zebin Ren, Luigi Fusco, Matteo Turisini, Daniele Cesarini, Kurt Lust, Animesh Trivedi, Duncan Roweth, Filippo Spiga, Salvatore Di Girolamo, Torsten Hoefler
2024 A conf
High Performance Unstructured SpMM Computation Using Tensor Cores.
SC
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 J jnl
High Performance Unstructured SpMM Computation Using Tensor Cores.
CoRR
Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler
2024 A conf
On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices.
SC
Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech
2024 J jnl
On the Efficacy of Surface Codes in Compensating for Radiation Events in Superconducting Devices.
CoRR
Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech
2024 C conf
Scaling Expected Force: Efficient Identification of Key Nodes in Network-Based Epidemic Models.
PDP
Paolo Sylos Labini, Andrej Jurco, Matteo Ceccarello, Stefano Guarino, Enrico Mastrostefano, Flavio Vella
2024 J jnl
State of practice: evaluating GPU performance of state vector and tensor network methods.
CoRR
Marzio Vallero, Flavio Vella, Paolo Rech
2024 J jnl
The Landscape of GPU-Centric Communication.
CoRR
Didem Unat, Ilyas Turimbetov, Mohammad Kefah Taha Issa, Dogan Sagbili, Flavio Vella, Daniele De Sensi, Ismayil Ismayilov
2024 J jnl
cuVegas: Accelerate Multidimensional Monte Carlo Integration through a Parallelized CUDA-based Implementation of the VEGAS Enhanced Algorithm.
CoRR
Emiliano Tolotti, Anas Jnini, Flavio Vella, Roberto Passerone
2023 J jnl
A Multi-GPU Aggregation-Based AMG Preconditioner for Iterative Linear Solvers.
IEEE Trans. Parallel Distributed Syst.
Massimo Bernaschi, Alessandro Celestini, Flavio Vella, Pasqua D'Ambra
2023 A conf
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations.
SC
Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler
2023 J jnl
Multi-GPU aggregation-based AMG preconditioner for iterative linear solvers.
CoRR
Massimo Bernaschi, Alessandro Celestini, Pasqua D'Ambra, Flavio Vella
2023 J jnl
Scaling Expected Force: Efficient Identification of Key Nodes in Network-based Epidemic Models.
CoRR
Paolo Sylos Labini, Andrej Jurco, Matteo Ceccarello, Stefano Guarino, Enrico Mastrostefano, Flavio Vella
2023 — conf
The potential of high-performance computing for the Internet of Sounds.
IS2
Luca Turchet, Flavio Vella, Sandro Luigi
2022 A conf
Asynchronous Distributed-Memory Triangle Counting and LCC with RMA Caching.
IPDPS
András Strausz, Flavio Vella, Salvatore Di Girolamo, Maciej Besta, Torsten Hoefler
2022 J jnl
Asynchronous Distributed-Memory Triangle Counting and LCC with RMA Caching.
CoRR
András Strausz, Flavio Vella, Salvatore Di Girolamo, Maciej Besta, Torsten Hoefler
2022 — conf
Blocking Sparse Matrices to Leverage Dense-Specific Multiplication.
IA3@SC
Paolo Sylos Labini, Massimo Bernaschi, Werner Nutt, Francesco Silvestri, Flavio Vella
2022 J jnl
Blocking Techniques for Sparse Matrix Multiplication on Tensor Accelerators.
CoRR
Paolo Sylos Labini, Massimo Bernaschi, Francesco Silvestri, Flavio Vella
2022 A conf
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
SC
Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler
2022 J jnl
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
CoRR
Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler
2022 J jnl
Towards a learning-based performance modeling for accelerating Deep Neural Networks.
CoRR
Damiano Perri, Paolo Sylos Labini, Osvaldo Gervasi, Sergio Tasso, Flavio Vella
2021 — conf
Algorithm Design for Tensor Units.
Euro-Par
Rezaul Chowdhury, Francesco Silvestri, Flavio Vella
2021 — conf
Analysis of SARS-CoV-2 protein interactome map.
BIBM
Paola Lecca, Bruno Carpentieri, Paolo Sylos Labini, Flavio Vella, Emidio Troiani, Attilio Cavezzi
2021 J jnl
On the Anatomy of Predictive Models for Accelerating GPU Convolution Kernels and Beyond.
ACM Trans. Archit. Code Optim.
Paolo Sylos Labini, Marco Cianfriglia, Damiano Perri, Osvaldo Gervasi, Grigori Fursin, Anton Lokhmotov, Cedric Nugteren, Bruno Carpentieri, Fabiana Zollo, Flavio Vella
2021 J jnl
Scalable Energy Games Solvers on GPUs.
IEEE Trans. Parallel Distributed Syst.
Andrea Formisano, Raffaella Gentilini, Flavio Vella
2020 B conf
A Computational Model for Tensor Core Units.
SPAA
Rezaul Chowdhury, Francesco Silvestri, Flavio Vella
2019 J jnl
A Computational Model for Tensor Core Units.
CoRR
Francesco Silvestri, Flavio Vella
2019 — conf
GPU-Based Parallelism for ASP-Solving.
DECLARE
Agostino Dovier, Andrea Formisano, Flavio Vella
2019 J jnl
GPU-based parallelism for ASP-solving.
CoRR
Agostino Dovier, Andrea Formisano, Flavio Vella
2019 — conf
Towards a Learning-Based Performance Modeling for Accelerating Deep Neural Networks.
ICCSA (1)
Damiano Perri, Paolo Sylos Labini, Osvaldo Gervasi, Sergio Tasso, Flavio Vella
2018 J jnl
A model-driven approach for a new generation of adaptive libraries.
CoRR
Marco Cianfriglia, Flavio Vella, Cedric Nugteren, Anton Lokhmotov, Grigori Fursin
2018 J jnl
Dynamic Merging of Frontiers for Accelerating the Evaluation of Betweenness Centrality.
ACM J. Exp. Algorithmics
Flavio Vella, Massimo Bernaschi, Giancarlo Carbone
2018 — —
Graph analytics on modern massively parallel systems.
Flavio Vella
2018 — conf
Multi-objective autotuning of MobileNets across the full software/hardware stack.
ReQuEST@ASPLOS
Anton Lokhmotov, Nikolay Chunosov, Flavio Vella, Grigori Fursin
2018 J jnl
Multilevel Parallelism for the Exploration of Large-Scale Graphs.
IEEE Trans. Multi Scale Comput. Syst.
Massimo Bernaschi, Mauro Bisson, Enrico Mastrostefano, Flavio Vella
2018 J jnl
Strategies and systems towards grids and clouds integration: A DBMS-based solution.
Future Gener. Comput. Syst.
Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alfredo Cuzzocrea, Alessandro Costantini
2017 — conf
Accelerating Energy Games Solvers on Modern Architectures.
IA3@SC
Andrea Formisano, Raffaella Gentilini, Flavio Vella
2017 J jnl
Accelerating Energy Games Solvers on Modern Architectures.
CoRR
Andrea Formisano, Raffaella Gentilini, Flavio Vella
2017 — conf
Effectively and Efficiently Supporting Grid and Cloud Integration via a DBMS-based Framework.
SEBD
Alfredo Cuzzocrea, Osvaldo Gervasi, Mirko Mariotti, Flavio Vella, Alessandro Costantini
2017 A conf
Scaling betweenness centrality using communication-efficient sparse matrix multiplication.
SC
Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler
2017 A conf
Transparent Caching for RMA Systems.
IPDPS
Salvatore Di Girolamo, Flavio Vella, Torsten Hoefler
2016 — conf
A DBMS-Based System for Integrating Grids and Clouds: Anatomy, Models, Functionalities.
ICC 2016
Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alessandro Costantini, Alfredo Cuzzocrea
2016 C conf
A GPU Implementation of the ASP Computation.
PADL
Agostino Dovier, Andrea Formisano, Enrico Pontelli, Flavio Vella
2016 J jnl
Algorithms and Heuristics for Scalable Betweenness Centrality Computation on Multi-GPU Systems.
CoRR
Flavio Vella, Giancarlo Carbone, Massimo Bernaschi
2016 J jnl
Betweenness Centrality is more Parallelizable than Dense Matrix Multiplication.
CoRR
Edgar Solomonik, Maciej Besta, Flavio Vella, Torsten Hoefler
2016 — conf
Scalable betweenness centrality on multi-GPU systems.
Conf. Computing Frontiers
Massimo Bernaschi, Giancarlo Carbone, Flavio Vella
2015 — conf
A Simulation Framework for Efficient Resource Management on Hybrid Systems.
CSE
Sergio Tasso, Osvaldo Gervasi, Flavio Vella, Alfredo Cuzzocrea
2015 — conf
Betweenness centrality on Multi-GPU systems.
IA3@SC
Massimo Bernaschi, Giancarlo Carbone, Flavio Vella
2015 — conf
Parallel Execution of the ASP Computation - an Investigation on GPUs.
ICLP (Technical Communications)
Agostino Dovier, Andrea Formisano, Enrico Pontelli, Flavio Vella
2015 J jnl
Solutions to the st-connectivity problem using a GPU-based distributed BFS.
J. Parallel Distributed Comput.
Massimo Bernaschi, Giancarlo Carbone, Enrico Mastrostefano, Flavio Vella
2014 — conf
On multiple learning schemata in conflict driven solvers.
ICTCS
Andrea Formisano, Flavio Vella
2013 — conf
CUD@ASP: Experimenting with GPGPUs in ASP solving.
CILC
Flavio Vella, Alessandro Dal Palù, Agostino Dovier, Andrea Formisano, Enrico Pontelli
2012 — conf
A Simulation Framework for Scheduling Performance Evaluation on CPU-GPU Heterogeneous System.
ICCSA (4)
Flavio Vella, Igor Neri, Osvaldo Gervasi, Sergio Tasso
2011 — conf
GPU Computing in EGI Environment Using a Cloud Approach.
ICCSA Workshops
Flavio Vella, Riccardo M. Cefalá, Alessandro Costantini, Osvaldo Gervasi, Claudio Tanci
2010 — conf
The AES Implantation Based on OpenCL for Multi/many Core Architecture.
ICCSA Workshops
Osvaldo Gervasi, Diego Russo, Flavio Vella