Publications

@article{libano2023efficient,

title = {Efficient Error Detection for Matrix Multiplication with Systolic Arrays on FPGAs},

author = {Fabiano Libano and Paolo Rech and John Brunhaver},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Transactions on Computers},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bernaschi2023multi,

title = {Multi-GPU aggregation-based AMG preconditioner for iterative linear solvers},

author = {Massimo Bernaschi and Alessandro Celestini and Pasqua D'Ambra and Flavio Vella},

year  = {2023},

date = {2023-01-01},

journal = {arXiv preprint arXiv:2303.02352},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bodmann2022accurate,

title = {Accurate FIT Rate Estimation Through High-Level Software Fault Injection},

author = {Pablo R Bodmann and Daniel Oliveira and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Nuclear Science},

volume = {69},

number = {9},

pages = {2018--2026},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{condia2022effective,

title = {An effective method to identify microarchitectural vulnerabilities in gpus},

author = {Josie E Rodriguez Condia and Paolo Rech and Fernando Fernandes Santos and Luigi Carro and Matteo Sonza Reorda},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Device and Materials Reliability},

volume = {22},

number = {2},

pages = {129--141},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira2022atmospheric,

title = {Atmospheric Neutron-Induced Fault Generation and Propagation in Quantum Bits and Quantum Circuits},

author = {Daniel Oliveira and Elizabeth Auden and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Nuclear Science},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{labini2022blocking,

title = {Blocking techniques for sparse matrix multiplication on tensor accelerators},

author = {Paolo Sylos Labini and Massimo Bernaschi and Francesco Silvestri and Flavio Vella},

year  = {2022},

date = {2022-01-01},

journal = {arXiv preprint arXiv:2202.05868},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{sylos2022blocking,

title = {Blocking Techniques for Sparse Matrix Multiplication on Tensor Accelerators},

author = {Paolo Sylos Labini and Massimo Bernaschi and Francesco Silvestri and Flavio Vella},

year  = {2022},

date = {2022-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2202},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2022characterizing,

title = {Characterizing a Neutron-Induced Fault Model for Deep Neural Networks},

author = {Fernando Fernandes Dos Santos and Angeliki Kritikakou and Josie E Rodriguez Condia and Juan-David Guerrero-Balaguera and Matteo Sonza Reorda and Olivier Sentieys and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Nuclear Science},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santos2022characterizing,

title = {Characterizing a Neutron-Induced Fault Model for Deep Neural Networks},

author = {Fernando Fernandes dos Santos and Angeliki Kritikakou and Josie Esteban Rodriguez Condia and Juan David Guerrero Balaguera and Matteo Sonza Reorda and Olivier Sentieys and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {arXiv preprint arXiv:2211.13094},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fernandes2022characterizing,

title = {Characterizing a Neutron-Induced Fault Model for Deep Neural Networks},

author = {Fernando Fernandes dos Santos and Angeliki Kritikakou and Josie Esteban Rodriguez Condia and Juan David Guerrero Balaguera and Matteo Sonza Reorda and Olivier Sentieys and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2211},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2022experimental,

title = {Experimental findings on the sources of detected unrecoverable errors in gpus},

author = {Fernando Fernandes Santos and Sujit Malde and Carlo Cazzaniga and Christopher Frost and Luigi Carro and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Nuclear Science},

volume = {69},

number = {3},

pages = {436--443},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{cavagnero2022fault,

title = {Fault-Aware Design and Training to Enhance DNNs Reliability with Zero-Overhead},

author = {Niccol`o Cavagnero and Fernando Dos Santos and Marco Ciccone and Giuseppe Averta and Tatiana Tommasi and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {arXiv preprint arXiv:2205.14420},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{junior2022high,

title = {High energy and thermal neutron sensitivity of google tensor processing units},

author = {Rubens Luiz Rech Junior and Sujit Malde and Carlo Cazzaniga and Maria Kastriotou and Manon Letiche and Christopher Frost and Paolo Rech},

year  = {2022},

date = {2022-01-01},

journal = {IEEE Transactions on Nuclear Science},

volume = {69},

number = {3},

pages = {567--575},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{besta2022probgraph,

title = {ProbGraph: high-performance and high-accuracy graph mining with probabilistic set representations},

author = {Maciej Besta and Cesare Miglioli and Paolo Sylos Labini and Jakub Tětek and Patrick Iff and Raghavendra Kanakagiri and Saleh Ashkboos and Kacper Janda and Michal Podstawski and Grzegorz Kwasniewski and others},

year  = {2022},

date = {2022-01-01},

journal = {arXiv preprint arXiv:2208.11469},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira2021systematic,

title = {A Systematic Methodology to Compute the Quantum Vulnerability Factors for Quantum Circuits},

author = {Daniel Oliveira and Edoardo Giusto and Betis Baheri and Qiang Guan and Bartolomeo Montrucchio and Paolo Rech},

year  = {2021},

date = {2021-01-01},

journal = {arXiv preprint arXiv:2111.07085},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{freytag2021collaborative,

title = {Collaborative execution of fluid flow simulation using non-uniform decomposition on heterogeneous architectures},

author = {Gabriel Freytag and Matheus S Serpa and Joao VF Lima and Paolo Rech and Philippe OA Navaux},

year  = {2021},

date = {2021-01-01},

journal = {Journal of Parallel and Distributed Computing},

volume = {152},

pages = {11--20},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{blower2021evaluating,

title = {Evaluating and mitigating neutrons effects on COTS EdgeAI accelerators},

author = {Sebastian Blower and Paolo Rech and Carlo Cazzaniga and Maria Kastriotou and Christopher D Frost},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Nuclear Science},

volume = {68},

number = {8},

pages = {1719--1726},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{pagliarini2021evaluating,

title = {Evaluating architectural, redundancy, and implementation strategies for radiation hardening of FinFET integrated circuits},

author = {Samuel Pagliarini and Luis Benites and Mayler Martins and Paolo Rech and Fernanda Kastensmidt},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Nuclear Science},

volume = {68},

number = {5},

pages = {1045--1053},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fernandes2021experimental,

title = {Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs},

author = {Fernando Fernandes dos Santos and Sujit Malde and Carlo Cazzaniga and Christopher Frost and Luigi Carro and Paolo Rech},

year  = {2021},

date = {2021-01-01},

journal = {arXiv e-prints},

pages = {arXiv--2108},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{santos2021experimental,

title = {Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs},

author = {Fernando Fernandes dos Santos and Sujit Malde and Carlo Cazzaniga and Christopher Frost and Luigi Carro and Paolo Rech},

year  = {2021},

date = {2021-01-01},

journal = {arXiv preprint arXiv:2108.00554},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{labini2021anatomy,

title = {On the anatomy of predictive models for accelerating GPU convolution kernels and beyond},

author = {Paolo Sylos Labini and Marco Cianfriglia and Damiano Perri and Osvaldo Gervasi and Grigori Fursin and Anton Lokhmotov and Cedric Nugteren and Bruno Carpentieri and Fabiana Zollo and Flavio Vella},

year  = {2021},

date = {2021-01-01},

journal = {ACM Transactions on Architecture and Code Optimization (TACO)},

volume = {18},

number = {1},

pages = {1--24},

publisher = {ACM New York, NY, USA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dos2021reduced,

title = {Reduced precision dwc: An efficient hardening strategy for mixed-precision architectures},

author = {Fernando F Santos and Marcelo Brandalero and Michael B Sullivan and Pedro M Basso and Michael Hübner and Luigi Carro and Paolo Rech},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Computers},

volume = {71},

number = {3},

pages = {573--586},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{fernandes2021reduced,

title = {Reduced Precision DWC: an Efficient Hardening Strategy for Mixed-Precision Architectures},

author = {Fernando Fernandes dos Santos and Marcelo Brandalero and Rubens Luiz Rech Junior and Michael Hübner and Paolo Rech and Michael Sullivan and Pedro Martins Basso and Luigi Carro},

year  = {2021},

date = {2021-01-01},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{formisano2021scalable,

title = {Scalable energy games solvers on GPUs},

author = {Andrea Formisano and Raffaella Gentilini and Flavio Vella},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Parallel and Distributed Systems},

volume = {32},

number = {12},

pages = {2970--2982},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bodmann2021soft,

title = {Soft Error Effects on Arm Microprocessors: Early Estimations versus Chip Measurements},

author = {Pablo R Bodmann and George Papadimitriou and Rubens L Rech Junior and Dimitris Gizopoulos and Paolo Rech},

year  = {2021},

date = {2021-01-01},

journal = {IEEE Transactions on Computers},

volume = {71},

number = {10},

pages = {2358--2369},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{oliveira2021thermal,

title = {Thermal neutrons: a possible threat for supercomputer reliability},

author = {Daniel Oliveira and Sean Blanchard and Nathan DeBardeleben and Fernando Fernandes dos Santos and Gabriel Piscoya Dávila and Philippe Navaux and Andrea Favalli and Opale Schappert and Stephen Wender and Carlo Cazzaniga and others},

year  = {2021},

date = {2021-01-01},

journal = {The Journal of Supercomputing},

volume = {77},

pages = {1612--1634},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{poggesi2020web,

title = {A web-app for smart sensory analysis},

author = {Simone Poggesi and S Fracalossi and J Polak and Edoardo Longo and Flavio Vella and Marco Montali and Emanuele Boselli},

year  = {2020},

date = {2020-01-01},

journal = {Abstracts of Eurosense 2020 (on-line)},

pages = {1--1},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}