Luigi Carro

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 102

Top Venues

DATE

ARC

Microprocess. Microsystems

SAMOS

Publications

Rafael Fão de Moura, Luigi Carro
Reprogrammable Non-Linear Circuits Using ReRAM for NN Accelerators. ACM Trans. Reconfigurable Technol. Syst. 17 (1) (2024)
João Paulo C. de Lima, Asif Ali Khan, Luigi Carro, Jerónimo Castrillón
Full-Stack Optimization for CAM-Only DNN Inference. DATE (2024)
João Paulo C. de Lima, Asif Ali Khan, Luigi Carro, Jerónimo Castrillón
Full-Stack Optimization for CAM-Only DNN Inference. CoRR (2024)
Fernando Fernandes dos Santos, Luigi Carro, Flavio Vella, Paolo Rech
Assessing the Impact of Compiler Optimizations on GPUs Reliability. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Paulo C. Santos, Bruno E. Forlin, Marco A. Z. Alves, Luigi Carro
Plug N' PIM: An integration strategy for Processing-in-Memory accelerators. Integr. 88 (2023)
Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ETS (2023)
Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Understanding and Improving GPUs' Reliability Combining Beam Experiments with Fault Simulation. ITC (2023)
Rafael Fão de Moura, Luigi Carro
Closing the Capacity Gap: A Transforming Technique for ReRAM-Friendly NNs. SAMOS (2023)
Rafael Fão de Moura, João Paulo Cardoso de Lima, Luigi Carro
Data and Computation Reuse in CNNs Using Memristor TCAMs. ACM Trans. Reconfigurable Technol. Syst. 16 (1) (2023)
Rafael Fão de Moura, Luigi Carro
Scalable and Energy-Efficient NN Acceleration with GPU-ReRAM Architecture. ARC (2023)
Bruno E. Forlin, Paulo C. Santos, Augusto E. Becker, Marco A. Z. Alves, Luigi Carro
Sim2PIM: A complete simulation framework for Processing-in-Memory. J. Syst. Archit. 128 (2022)
Rafael Fão de Moura, Luigi Carro
Exploiting Heterogeneity in PIM Architectures for Data-Intensive Applications. IESS (2022)
João Paulo C. de Lima, Luigi Carro
Quantization-Aware In-situ Training for Reliable and Accurate Edge AI. DATE (2022)
Fernando Fernandes dos Santos, Marcelo Brandalero, Michael B. Sullivan, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced Precision DWC: An Efficient Hardening Strategy for Mixed-Precision Architectures. IEEE Trans. Computers 71 (3) (2022)
Rafael Fão de Moura, João Paulo C. de Lima, Luigi Carro
Memristor-only LSTM Acceleration with Non-linear Activation Functions. IESS (2022)
João Paulo Cardoso de Lima, Marcelo Brandalero, Michael Hübner, Luigi Carro
STAP: An Architecture and Design Tool for Automata Processing on Memristor TCAMs. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Paulo Cesar Santos, Bruno E. Forlin, Marco A. Z. Alves, Luigi Carro
Aggressive Performance Improvement on Processing-in-Memory Devices by Adopting Hugepages. ASAP (2022)
Aline S. Cordeiro, Sairo R. dos Santos, Francis B. Moreira, Paulo C. Santos, Luigi Carro, Marco A. Z. Alves
Efficient Machine Learning execution with Near-Data Processing. Microprocess. Microsystems 90 (2022)
Marco Antonio Zanata Alves, Sairo R. dos Santos, Aline S. Cordeiro, Francis B. Moreira, Paulo C. Santos, Luigi Carro
Vector In Memory Architecture for simple and high efficiency computing. CoRR (2022)
Paulo C. Santos, Bruno E. Forlin, Luigi Carro
Sim2PIM: A Fast Method for Simulating Host Independent & PIM Agnostic Designs. DATE (2021)
Fernando Fernandes dos Santos, Siva Kumar Sastry Hari, Pedro Martins Basso, Luigi Carro, Paolo Rech
Demystifying GPU Reliability: Comparing and Combining Beam Experiments, Fault Simulation, and Profiling. IPDPS (2021)
Aline S. Cordeiro, Sairo R. dos Santos, Francis B. Moreira, Paulo C. Santos, Luigi Carro, Marco A. Z. Alves
Machine Learning Migration for Efficient Near-Data Processing. PDP (2021)
Paulo C. Santos, João Paulo Cardoso de Lima, Rafael Fão de Moura, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
Enabling Near-Data Accelerators Adoption by Through Investigation of Datapath Solutions. Int. J. Parallel Program. 49 (2) (2021)
Fernando Fernandes dos Santos, Sujit Malde, Carlo Cazzaniga, Christopher Frost, Luigi Carro, Paolo Rech
Experimental Findings on the Sources of Detected Unrecoverable Errors in GPUs. CoRR (2021)
Paulo C. Santos, Bruno E. Forlin, Luigi Carro
Providing Plug N' Play for Processing-in-Memory Accelerators. ASP-DAC (2021)
Fernando Fernandes dos Santos, Josie E. Rodriguez Condia, Luigi Carro, Matteo Sonza Reorda, Paolo Rech
Revealing GPUs Vulnerabilities by Combining Register-Transfer and Software-Level Fault Injection. DSN (2021)
Josie E. Rodriguez Condia, Paolo Rech, Fernando Fernandes dos Santos, Luigi Carro, Matteo Sonza Reorda
Protecting GPU's Microarchitectural Vulnerabilities via Effective Selective Hardening. IOLTS (2021)
Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
Multi-Target Adaptive Reconfigurable Acceleration for Low-Power IoT Processing. IEEE Trans. Computers 70 (1) (2021)
João Paulo Cardoso de Lima, Rafael Fão de Moura, Luigi Carro
Analog Memristive CAMs for Area- and Energy-Efficient Reconfigurable Computing. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Fernando Fernandes dos Santos, Marcelo Brandalero, Pedro Martins Basso, Michael Hübner, Luigi Carro, Paolo Rech
Reduced-Precision DWC for Mixed-Precision GPUs. IOLTS (2020)
Hiago Rocha, Guilherme Korol, Michael Guilherme Jordan, Arthur M. Krause, Ronaldo Silveira, Caio Vieira, Philippe O. A. Navaux, Gabriel L. Nazar, Luigi Carro, Antonio Carlos Schneider Beck
Firefly: An Open-source Rocket-based Intermittent Framework. SBCCI (2020)
João Paulo Cardoso de Lima, Rafael Fão de Moura, Luigi Carro
Leveraging reuse and endurance by efficient mapping and placement for NVM-based FPGAs. IOLTS (2020)
Tiago Trevisan Jost, Gabriel Luca Nazar, Luigi Carro
SoMMA: A software-managed memory architecture for multi-issue processors. Microprocess. Microsystems 77 (2020)
João Paulo Cardoso de Lima, Marcelo Brandalero, Luigi Carro
Endurance-Aware RRAM-Based Reconfigurable Architecture using TCAM Arrays. FPL (2020)
Michael Guilherme Jordan, Marcelo Brandalero, Guilherme Meneguzzi Malfatti, Geraldo F. Oliveira, Arthur Francisco Lorenzon, Bruno C. da Silva, Luigi Carro, Mateus B. Rutzig, Antonio Carlos Schneider Beck
Data clustering for efficient approximate computing. Des. Autom. Embed. Syst. 24 (1) (2020)
Bruno Forlin, Ronaldo Husemann, Luigi Carro, Cezar Reinbrecht, Said Hamdioui, Mottaqiallah Taouil
G-PUF: An Intrinsic PUF Based on GPU Error Signatures. ETS (2020)
Hameeza Ahmed, Paulo C. Santos, João Paulo C. de Lima, Rafael Fão de Moura, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
A Compiler for Automatic Selection of Suitable Processing-in-Memory Instructions. DATE (2019)
Ricardo S. Ferreira, Cristoferson Bueno, Marcone Laure, Monica Magalhães Pereira, Luigi Carro
A Dynamic Reconfigurable Super-VLIW Architecture for a Fault Tolerant Nanoscale Design. Trans. High Perform. Embed. Archit. Compil. 5 (2019)
Larissa Rozales Gonçalves, Rafael Fão de Moura, Luigi Carro
Aggressive Energy Reduction for Video Inference with Software-only Strategies. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Paulo Cesar Santos, João Paulo C. de Lima, Rafael Fao de Moura, Hameeza Ahmed, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
A Technologically Agnostic Framework for Cyber-Physical and IoT Processing-in-Memory-based Systems Simulation. Microprocess. Microsystems 69 (2019)
João Paulo C. de Lima, Paulo C. Santos, Rafael Fao de Moura, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
Exploiting Reconfigurable Vector Processing for Energy-Efficient Computation in 3D-Stacked Memories. ARC (2019)
Larissa Rozales Gonçalves, Lucas Klein Draghetti, Paolo Rech, Luigi Carro
Using Frame Similarity for Low Energy Software-Only IoT Video Recognition. SAMOS (2019)
Marcelo Brandalero, Thiago Dadalt Souto, Luigi Carro, Antonio Carlos Schneider Beck
Predicting performance in multi-core systems with shared reconfigurable accelerators. J. Syst. Archit. 98 (2019)
Lucas Klein Draghetti, Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Detecting Errors in Convolutional Neural Networks Using Inter Frame Spatio-Temporal Correlation. IOLTS (2019)
Rafael Fão de Moura, Paulo C. Santos, João Paulo C. de Lima, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
Skipping CNN Convolutions Through Efficient Memoization. SAMOS (2019)
Fernando Fernandes dos Santos, Pedro Foletto Pimenta, Caio B. Lunardi, Lucas Draghetti, Luigi Carro, David R. Kaeli, Paolo Rech
Analyzing and Increasing the Reliability of Convolutional Neural Networks on GPUs. IEEE Trans. Reliab. 68 (2) (2019)
Luigi Carro
RAW 2019 Keynote Speaker. IPDPS Workshops (2019)
Fernando Fernandes dos Santos, Philippe O. A. Navaux, Luigi Carro, Paolo Rech
Impact of Reduced Precision in the Reliability of Deep Neural Networks for Object Detection. ETS (2019)
Fernando Fernandes dos Santos, Luigi Carro, Paolo Rech
Kernel and layer vulnerability factor to evaluate object detection reliability in GPUs. IET Comput. Digit. Tech. 13 (3) (2019)
Marcelo Brandalero, Muhammad Shafique, Luigi Carro, Antonio Carlos Schneider Beck
TransRec: Improving Adaptability in Single-ISA Heterogeneous Systems with Transparent and Reconfigurable Acceleration. DATE (2019)
Marcus Botacin, Lucas Galante, Fabricio Ceschin, Paulo C. Santos, Luigi Carro, Paulo Lício de Geus, André Grégio, Marco A. Z. Alves
The AV says: Your Hardware Definitions Were Updated! ReCoSoC (2019)
Marcelo Brandalero, Guilherme Meneguzzi Malfatti, Geraldo Francisco Oliveira, Leonardo Almeida da Silveira, Larissa Rozales Gonçalves, Bruno Castro da Silva, Luigi Carro, Antonio Carlos Schneider Beck
Efficient Local Memory Support for Approximate Computing. SBESC (2018)
Geraldo F. Oliveira, Larissa Rozales Gonçalves, Marcelo Brandalero, Antonio Carlos Schneider Beck, Luigi Carro
Employing classification-based algorithms for general-purpose approximate computing. DAC (2018)
Fabiane Cristine Dillenburg, Alfeu Zanotto-Filho, José Cláudio Fonseca Moreira, Leila Ribeiro, Luigi Carro
B pathway analysis: An approach to analyze gene co-expression networks employing feedback cycles. Comput. Biol. Chem. 72 (2018)
Paulo Cesar Santos, João Paulo C. de Lima, Rafael Fão de Moura, Hameeza Ahmed, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
Exploring IoT platform with technologically agnostic processing-in-memory framework. INTESA@ESWEEK (2018)
Vinicius Fratin, Daniel Oliveira, Philippe O. A. Navaux, Luigi Carro, Paolo Rech
Energy-Delay-FIT Product to compare processors and algorithm implementations. Microelectron. Reliab. 84 (2018)
Diego G. Tomé, Paulo C. Santos, Luigi Carro, Eduardo C. de Almeida, Marco A. Z. Alves
HIPE: HMC instruction predication extension applied on database processing. DATE (2018)
Pedro Henrique Exenberger Becker, Anderson Luiz Sartor, Marcelo Brandalero, Tiago Trevisan Jost, Stephan Wong, Luigi Carro, Antonio C. S. Beck
A Low-Cost BRAM-Based Function Reuse for Configurable Soft-Core Processors in FPGAs. ARC (2018)
João Paulo C. de Lima, Paulo C. Santos, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
Design space exploration for PIM architectures in 3D-stacked memories. CF (2018)
Paulo C. Santos, Geraldo F. Oliveira, João Paulo C. de Lima, Marco A. Z. Alves, Luigi Carro, Antonio C. S. Beck
Processing in 3D memories to speed up operations on complex data structures. DATE (2018)
Leonardo Pereira Santos, Gabriel Luca Nazar, Luigi Carro
Repair of FPGA-Based Real-Time Systems With Variable Slacks. ACM Trans. Design Autom. Electr. Syst. 23 (2) (2018)
Jeckson Dellagostin Souza, Anderson Luiz Sartor, Luigi Carro, Mateus Beck Rutzig, Stephan Wong, Antonio C. S. Beck
DIM-VEX: Exploiting Design Time Configurability and Runtime Reconfigurability. ARC (2018)
Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck, Muhammad Shafique
Approximate on-the-fly coarse-grained reconfigurable acceleration for general-purpose applications. DAC (2018)
Fernando Fernandes dos Santos, Lucas Draghetti, Lucas Weigel, Luigi Carro, Philippe O. A. Navaux, Paolo Rech
Evaluation and Mitigation of Soft-Errors in Neural Network-Based Object Detection in Three GPU Architectures. DSN Workshops (2017)
Paulo C. Santos, Geraldo F. Oliveira, Diego G. Tomé, Marco A. Z. Alves, Eduardo C. de Almeida, Luigi Carro
Operand size reconfiguration for big data processing in memory. DATE (2017)
Geraldo F. Oliveira, Paulo C. Santos, Marco A. Z. Alves, Luigi Carro
NIM: An HMC-Based Machine for Neuron Computation. ARC (2017)
Geraldo F. Oliveira, Paulo C. Santos, Marco A. Z. Alves, Luigi Carro
A generic processing in memory cycle accurate simulator under hybrid memory cube architecture. SAMOS (2017)
Leonardo Pereira Santos, Gabriel L. Nazar, Luigi Carro
Exploring redundancy granularities to repair real-time FPGA-based systems. Microprocess. Microsystems 51 (2017)
Daniel Alfonso Gonçalves de Oliveira, Laércio Lima Pilla, Mauricio Hanzich, Vinicius Fratin, Fernando Fernandes, Caio B. Lunardi, José María Cela, Philippe Olivier Alexandre Navaux, Luigi Carro, Paolo Rech
Radiation-Induced Error Criticality in Modern HPC Parallel Accelerators. HPCA (2017)
Tiago T. Jost, Gabriel L. Nazar, Luigi Carro
An energy-efficient memory hierarchy for multi-issue processors. DATE (2017)
Rafael Fao de Moura, Jeckson Dellagostin Souza, Luigi Carro, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
The Impact of Heterogeneity on a Reconfigurable Multicore System. ISVLSI (2016)
Tiago T. Jost, Gabriel L. Nazar, Luigi Carro
Scalable memory architecture for soft-core processors. ICCD (2016)
Marco A. Z. Alves, Matthias Diener, Paulo C. Santos, Luigi Carro
Large vector extensions inside the HMC. DATE (2016)
Leonardo P. Santos, Gabriel L. Nazar, Luigi Carro
Low Cost Dynamic Scrubbing for Real-Time Systems. ARC (2016)
Jeckson Dellagostin Souza, Luigi Carro, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
A reconfigurable heterogeneous multicore with a homogeneous ISA. DATE (2016)
Ricardo S. Ferreira, Waldir Denver, Monica Magalhães Pereira, Stephan Wong, Carlos Arthur Lang Lisbôa, Luigi Carro
A Dynamic Modulo Scheduling with Binary Translation: Loop optimization with software compatibility. J. Signal Process. Syst. 85 (1) (2016)
Ronaldo Rodrigues Ferreira, Gabriel L. Nazar, Jean da Rolt, Álvaro F. Moreira, Luigi Carro
Live-Out Register Fencing: Interrupt-Triggered Soft Error Correction Based on the Elimination of Register-to-Register Communication. ACM Trans. Embed. Comput. Syst. 15 (3) (2016)
Fernando Fernandes, Lucas Weigel, Cláudio R. Jung, Philippe O. A. Navaux, Luigi Carro, Paolo Rech
Evaluation of Histogram of Oriented Gradients Soft Errors Criticality for Automotive Applications. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Juan Sebastian P. Giraldo, Luigi Carro, Stephan Wong, Antonio C. S. Beck
Leveraging Compiler Support on VLIW Processors for Efficient Power Gating. ISVLSI (2016)
Paulo C. Santos, Marco A. Z. Alves, Matthias Diener, Luigi Carro, Philippe O. A. Navaux
Exploring Cache Size and Core Count Tradeoffs in Systems with Reduced Memory Access Latency. PDP (2016)
Anderson L. Sartor, Arthur Francisco Lorenzon, Luigi Carro, Fernanda Lima Kastensmidt, Stephan Wong, Antonio C. S. Beck
Exploiting Idle Hardware to Provide Low Overhead Fault Tolerance for VLIW Processors. ACM J. Emerg. Technol. Comput. Syst. 13 (2) (2016)
Tiago T. Jost, Gabriel L. Nazar, Luigi Carro
Improving performance in VLIW soft-core processors through software-controlled scratchpads. SAMOS (2016)
Jeckson Dellagostin Souza, João Victor Gomes Cachola, Luigi Carro, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Evaluating Schedulers in a Reconfigurable Multicore Heterogeneous System. ARC (2016)
Andrws Vieira, Pedro Faustini, Luigi Carro, Érika F. Cota
NFRs early estimation through software metrics. DATE (2015)
Leonardo Steinfeld, Marcus Ritt, Fernando Silveira, Luigi Carro
Optimum design of a banked memory with power management for wireless sensor networks. Wirel. Networks 21 (1) (2015)
Anderson Luiz Sartor, Arthur Francisco Lorenzon, Luigi Carro, Fernanda Gusmão de Lima Kastensmidt, Stephan Wong, Antonio Carlos Schneider Beck
A Novel Phase-Based Low Overhead Fault Tolerance Approach for VLIW Processors. ISVLSI (2015)
Marco A. Z. Alves, Paulo C. Santos, Matthias Diener, Luigi Carro
Reconfigurable Vector Extensions inside the DRAM. ReCoSoC (2015)
Diego G. Rodrigues, Ghazaleh Nazarian, Álvaro F. Moreira, Luigi Carro, Georgi Gaydadjiev
A non-conservative software-based approach for detecting illegal CFEs caused by transient faults. DFTS (2015)
Debora Matos, Max Prass, Márcio Eduardo Kreutz, Luigi Carro, Altamiro Amadeu Susin
Performance evaluation of hierarchical NoC topologies for stacked 3D ICs. ISCAS (2015)
Mateus Beck Rutzig, Antonio Carlos Schneider Beck, Luigi Carro
Adaptive and dynamic reconfigurable multiprocessor system to improve software productivity. IET Comput. Digit. Tech. 9 (1) (2015)
Juan Sebastian P. Giraldo, Anderson Luiz Sartor, Luigi Carro, Stephan Wong, Antonio Carlos Schneider Beck
Evaluation of energy savings on a VLIW processor through dynamic issue-width adaptation. RSP (2015)
Fernanda M. Capella, Marcelo Brandalero, Luigi Carro, Antonio Carlos Schneider Beck
A multiple-ISA reconfigurable architecture. Des. Autom. Embed. Syst. 19 (4) (2015)
Thiago Santini, Paolo Rech, Luigi Carro, Flávio Rech Wagner
Exploiting cache conflicts to reduce radiation sensitivity of operating systems on embedded systems. CASES (2015)
Marco A. Z. Alves, Paulo C. Santos, Matthias Diener, Luigi Carro
Opportunities and Challenges of Performing Vector Operations inside the DRAM. MEMSYS (2015)
Devesh Tiwari, Saurabh Gupta, James H. Rogers, Don Maxwell, Paolo Rech, Sudharshan S. Vazhkudai, Daniel Oliveira, Dave Londo, Nathan DeBardeleben, Philippe Olivier Alexandre Navaux, Luigi Carro, Arthur S. Bland
Understanding GPU errors on large-scale HPC systems and the implications for system design and operation. HPCA (2015)
Paulo C. Santos, Marco A. Z. Alves, Luigi Carro
HMC and DDR Performance Trade-offs. IESS (2015)
Marco A. Z. Alves, Paulo C. Santos, Francis B. Moreira, Matthias Diener, Luigi Carro
Saving memory movements through vector processing in the DRAM. CASES (2015)
Gabriel Luca Nazar, Leonardo Pereira Santos, Luigi Carro
Fine-Grained Fast Field-Programmable Gate Array Scrubbing. IEEE Trans. Very Large Scale Integr. Syst. 23 (5) (2015)
Daniel Alfonso Gonçalves de Oliveira, Laércio Lima Pilla, Caio B. Lunardi, Luigi Carro, Philippe O. A. Navaux, Paolo Rech
The Path to Exascale: Code Optimizations and Hardening Solutions Reliability. FTXS@HPDC (2015)
Ronaldo Rodrigues Ferreira, Ernesto Sánchez, Jean da Rolt, Gabriel L. Nazar, Álvaro F. Moreira, Luigi Carro, Matteo Sonza Reorda
Permanent fault detection and diagnosis in the lightweight dual modular redundancy architecture. LATS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luigi Carro