Publications

@inproceedings{oliveira2020overview,

title = {An Overview of the Risk Posed by Thermal Neutrons to the Reliability of Computing Devices},

author = {Daniel Oliveira and Sean Blanchard and Nathan DeBardeleben and Fernando F Santos and Gabriel Piscoya Davila and Philippe Navaux and Stephen Wender and Carlo Cazzaniga and Christopher Frost and Robert Baumann and others},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 50th Annual IEEE-IFIP International Conference on Dependable Systems and Networks-Supplemental Volume (DSN-S)},

pages = {92--97},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dovier2020gpu,

title = {GPU-based parallelism for ASP-solving},

author = {Agostino Dovier and Andrea Formisano and Flavio Vella},

year  = {2020},

date = {2020-01-01},

booktitle = {Declarative Programming and Knowledge Management: Conference on Declarative Programming, DECLARE 2019, Unifying INAP, WLP, and WFLP, Cottbus, Germany, September 9--12, 2019, Revised Selected Papers 22},

pages = {3--23},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bodmann2020impact,

title = {Impact of Cores Integration and Operating System on ARM Processors Reliability: Micro-Architectural Fault-Injection vs Beam Experiments},

author = {Pablo Bodmann and George Papadimitriou and Dimitris Gizopoulos and Paolo Rech},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 20th European Conference on Radiation and Its Effects on Components and Systems (RADECS)},

pages = {1--4},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{rech2020impact,

title = {Impact of Layers Selective Approximation on CNNs Reliability and Performance},

author = {Rubens Luiz Rech and Paolo Rech},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)},

pages = {1--4},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{freytag2020impacto,

title = {Impacto da Precisao Reduzida e Mista na Computaçao do Método de Lattice-Boltzmann em Multiplas GPUs},

author = {Gabriel Freytag and Jo ao Vicente Ferreira Lima and Paolo Rech and Philippe Olivier Alexandre Navaux},

year  = {2020},

date = {2020-01-01},

booktitle = {Anais da XX Escola Regional de Alto Desempenho da Regi~ao Sul},

pages = {177--178},

organization = {SBC},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{basso2020use,

title = {On the Use of Redundant Resources in COTS Mixed-Precision GPUs for Efficient DWC},

author = {Pedro Martins Basso and Fernando Fernandes Dos Santos and Marcelo Brandalero and Paolo Rech},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 20th European Conference on Radiation and Its Effects on Components and Systems (RADECS)},

pages = {1--4},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2020reduced,

title = {Reduced-precision dwc for mixed-precision GPUs},

author = {Fernando Fernandes Santos and Marcelo Brandalero and Pedro Martins Basso and Michael Hubner and Luigi Carro and Paolo Rech},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{oliveira2020thermal,

title = {Thermal neutrons: a possible threat for supercomputers and safety critical applications},

author = {Daniel Oliveira and Sean Blanchard and Nathan Debardeleben and Fernando F Dos Santos and Gabriel Piscoya Dávila and Philippe Navaux and Carlo Cazzaniga and Christopher Frost and Robert C Baumann and Paolo Rech},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE European Test Symposium (ETS)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{previlon2019comprehensive,

title = {A comprehensive evaluation of the effects of input data on the resilience of GPU applications},

author = {Fritz G Previlon and Charu Kalra and David R Kaeli and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chatzidimitriou2019demystifying,

title = {Demystifying soft error assessment strategies on arm cpus: Microarchitectural fault injection vs. neutron beam experiments},

author = {Athanasios Chatzidimitriou and Pablo Bodmann and George Papadimitriou and Dimitris Gizopoulos and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},

pages = {26--38},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{draghetti2019detecting,

title = {Detecting errors in convolutional neural networks using inter frame spatio-temporal correlation},

author = {Lucas Klein Draghetti and Fernando Fernandes Santos and Luigi Carro and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS)},

pages = {310--315},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{davila2019identifying,

title = {Identifying the most reliable collaborative workload distribution in heterogeneous devices},

author = {Gabriel Piscoya Dávila and Daniel Oliveira and Philippe Navaux and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)},

pages = {1325--1330},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2019impact,

title = {Impact of reduced precision in the reliability of deep neural networks for object detection},

author = {Fernando Fernandes Santos and Philippe Navaux and Luigi Carro and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE European Test Symposium (ETS)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{davila2019impact,

title = {Impact of Workload Distribution on Energy Consumption, Performance, and Reliability of Heterogeneous Devices},

author = {Gabriel Piscoya Dávila and Daniel Oliveira and Philippe Navaux and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP)},

pages = {166--173},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{oliveira2019increasing,

title = {Increasing the efficiency and efficacy of selective-hardening for parallel applications},

author = {Daniel Oliveira and Philippe Navaux and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{freytag2019nonb,

title = {Non-uniform domain decomposition for heterogeneous accelerated processing units},

author = {Gabriel Freytag and Philippe Olivier Alexandre Navaux and Jo ao Vicente Ferreira Lima and Lucas Mello Schnorr and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {High Performance Computing for Computational Science--VECPAR 2018: 13th International Conference, S~ao Pedro, Brazil, September 17-19, 2018, Revised Selected Papers 13},

pages = {105--118},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{freytag2019non,

title = {Non-uniform partitioning for collaborative execution on heterogeneous architectures},

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

year  = {2019},

date = {2019-01-01},

booktitle = {2019 31st International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)},

pages = {128--135},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dos2019reliability,

title = {Reliability evaluation of mixed-precision architectures},

author = {Fernando Fernandes Santos and Caio Lunardi and Daniel Oliveira and Fabiano Libano and Paolo Rech},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 IEEE International Symposium on High Performance Computer Architecture (HPCA)},

pages = {238--249},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{perri2019towards,

title = {Towards a learning-based performance modeling for accelerating deep neural networks},

author = {Damiano Perri and Paolo Sylos Labini and Osvaldo Gervasi and Sergio Tasso and Flavio Vella},

year  = {2019},

date = {2019-01-01},

booktitle = {Computational Science and Its Applications--ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1--4, 2019, Proceedings, Part I 19},

pages = {665--676},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gonccalves2019using,

title = {Using Frame Similarity for Low Energy Software-Only IoT Video Recognition},

author = {Larissa Rozales Gonçalves and Lucas Klein Draghetti and Paolo Rech and Luigi Carro},

year  = {2019},

date = {2019-01-01},

booktitle = {Embedded Computer Systems: Architectures, Modeling, and Simulation: 19th International Conference, SAMOS 2019, Samos, Greece, July 7--11, 2019, Proceedings 19},

pages = {157--168},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fratin2018code,

title = {Code-dependent and architecture-dependent reliability behaviors},

author = {Vinicius Fratin and Daniel Oliveira and Caio Lunardi and Fernando Santos and Gennaro Rodrigues and Paolo Rech},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},

pages = {13--26},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{benevenuti2018comparative,

title = {Comparative analysis of inference errors in a neural network implemented in SRAM-based FPGA induced by neutron irradiation and fault injection methods},

author = {Fabio Benevenuti and Fabiano Libano and Vincent Pouget and Fernanda Lima Kastensmidt and Paolo Rech},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{previlon2018evaluating,

title = {Evaluating the impact of execution parameters on program vulnerability in GPU applications},

author = {Fritz G Previlon and Charu Kalra and David R Kaeli and Paolo Rech},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)},

pages = {809--814},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{oliveira2018predicting,

title = {Predicting the reliability behavior of hpc applications},

author = {Daniel Oliveira and Francis Birck Moreira and Paolo Rech and Philippe Navaux},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)},

pages = {124--131},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lopes2018reliability,

title = {Reliability analysis on case-study traffic sign convolutional neural network on APSoC},

author = {Israel C Lopes and Fabio Benevenuti and Fernanda Lima Kastensmidt and Altamiro A Susin and Paolo Rech},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE 19th Latin-American Test Symposium (LATS)},

pages = {1--6},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sekanina2018special,

title = {Special session: How approximate computing impacts verification, test and reliability},

author = {Lukas Sekanina and Zdenek Vasicek and Alberto Bosio and Marcello Traiola and Paolo Rech and D Oliveria and Fernando Fernandes and Stefano Di Carlo},

year  = {2018},

date = {2018-01-01},

booktitle = {2018 IEEE 36th VLSI Test Symposium (VTS)},

pages = {1--1},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{formisano2017accelerating,

title = {Accelerating energy games solvers on modern architectures},

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

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the Seventh Workshop on Irregular Applications: Architectures and Algorithms},

pages = {1--4},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2017analyzing,

title = {Analyzing the criticality of transient faults-induced SDCS on GPU applications},

author = {Fernando Fernandes dos Santos and Paolo Rech},

year  = {2017},

date = {2017-01-01},

booktitle = {Proceedings of the 8th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems},

pages = {1--7},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}