Edson Borin

110 papers A* 1A 6B 9C 14Misc 4Journal 40Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
A General-Purpose Diversified 2D Seismic Image Dataset from NAMSS.
CoRR
Lucas de Magalhães Araujo, Otávio Oliveira Napoli, Sandra Avila, Edson Borin
2026 J jnl
Applying ViT Masked Autoencoders to Seismic Data for Feature Extraction and Few-Shot Learning.
IEEE Geosci. Remote. Sens. Lett.
Fernando G. Marques, Carlos A. Astudillo, Alan Souza, Daniel Miranda, Edson Borin
2026 J jnl
Benchmarking Encoders and Self-Supervised Learning for Smartphone-Based Human Activity Recognition.
IEEE Access
Gustavo P. C. P. da Luz, Darlinne Hubert Palo Soto, Otávio O. Napoli, Anderson Rocha, Levy Boccato, Edson Borin
2025 B conf
Fusion of Operators of Computational Graphs via Greedy Clustering: The XNNC Experience.
CC
Michael Canesche, Vanderson Martins do Rosario, Edson Borin, Fernando Magno Quintão Pereira
2025 — conf
Homomorphic WiSARDs: Efficient Weightless Neural Network Training over Encrypted Data.
ACNS (3)
Leonardo Neumann, Antonio Guimarães, Diego F. Aranha, Edson Borin
2025 C conf
SPINN: a Tool for Distributed Patch Inference on Massive Data Samples.
SBAC-PAD
João Seródio, Júlio César Faracco, Fernando Gubitoso, Otávio O. Napoli, Alan Souza, Daniel Miranda, Carlos A. Astudillo, Edson Borin
2024 J jnl
A lightweight performance proxy for deep-learning model training on Amazon SageMaker.
Concurr. Comput. Pract. Exp.
Rafael Keller Tesser, Alvaro Marques, Edson Borin
2024 — conf
An Analysis of Time-Frequency Consistency in Human Activity Recognition.
BRACIS (3)
Nícolas Hecker, Otávio O. Napoli, Jaime Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 — conf
An Evaluation of Temporal Neighborhood Coding Variants in Smartphone-Based Human Activity Recognition.
BRACIS (3)
Gustavo P. C. P. da Luz, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 J jnl
BrkgaCuda 2.0: a framework for fast biased random-key genetic algorithms on GPUs.
Soft Comput.
Bruno A. Oliveira, Eduardo C. Xavier, Edson Borin
2024 — conf
Comparing LIME and SHAP Global Explanations for Human Activity Recognition.
BRACIS (3)
Patrick Alves, Jaime Delgado, Luis Gonzalez, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 J jnl
Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data.
CoRR
Leonardo Neumann, Antonio Guimarães, Diego F. Aranha, Edson Borin
2024 — conf
Impact of Pre-training Datasets on Human Activity Recognition with Contrastive Predictive Coding.
BRACIS (3)
Betania E. R. da Silva, Otávio O. Napoli, J. V. Delgado, Anderson R. Rocha, Levy Boccato, Edson Borin
2024 J jnl
MOSFHET: Optimized Software for FHE over the Torus.
J. Cryptogr. Eng.
Antonio Guimarães, Edson Borin, Diego F. Aranha
2024 J jnl
Memory-efficient DRASiW Models.
Neurocomputing
Otávio Oliveira Napoli, Ana Maria de Almeida, Edson Borin, Maurício Breternitz
2024 J jnl
Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Vinicius Atsushi Sato Kawai, Lucas Pascotti Valem, Alexandro Baldassin, Edson Borin, Daniel Carlos Guimarães Pedronette, Longin Jan Latecki
2024 J jnl
The Droplet Search Algorithm for Kernel Scheduling.
ACM Trans. Archit. Code Optim.
Michael Canesche, Vanderson Martins do Rosário, Edson Borin, Fernando Magno Quintão Pereira
2024 Misc conf
Towards a Scalable and Cost Efficient Serverless Scheduler for Dask.
UCC
Carlos Eduardo Millani, Carlos A. Astudillo, Edson Borin
2023 B conf
A Self-Distributing System Framework for the Computing Continuum.
ICCCN
Roberto Rodrigues Filho, Renato S. Dias, João Seródio, Barry Porter, Fábio M. Costa, Edson Borin, Luiz F. Bittencourt
2023 — conf
Computing seismic attributes with deep-learning models.
SBAC-PADW
Nícolas Hecker, Otávio O. Napoli, Carlos A. Astudillo, João Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin
2023 J jnl
Containers in HPC: a survey.
J. Supercomput.
Rafael Keller Tesser, Edson Borin
2023 B conf
Efficient Knowledge Aggregation Methods for Weightless Neural Networks.
ESANN
Otávio Oliveira Napoli, Ana Maria de Almeida, José Miguel Sales Dias, Luís Brás Rosário, Edson Borin, Maurício Breternitz Jr.
2023 J jnl
Fast selection of compiler optimizations using performance prediction with graph neural networks.
Concurr. Comput. Pract. Exp.
Vanderson Martins do Rosario, Anderson Faustino da Silva, André Felipe Zanella, Otávio O. Napoli, Edson Borin
2023 J jnl
PANCODE: Multilevel Partitioning of Neural Networks for Constrained Internet-of-Things Devices.
IEEE Access
Fabíola Martins Campos de Oliveira, Luiz Fernando Bittencourt, Carlos Alberto Kamienski, Edson Borin
2023 J jnl
PB
Concurr. Comput. Pract. Exp.
Thais Aparecida Silva Camacho, Vanderson Martins do Rosario, Otávio Oliveira Napoli, Edson Borin
2022 J jnl
An evaluation of fast segmented sorting implementations on GPUs.
Parallel Comput.
Rafael F. Schmid, Flávia Pisani, Edson Norberto Cáceres, Edson Borin
2022 — conf
Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud.
SBAC-PADW
Antonio Guimarães, Leonardo Neumann, Fernanda A. Andaló, Diego F. Aranha, Edson Borin
2022 J jnl
MOSFHET: Optimized Software for FHE over the Torus.
IACR Cryptol. ePrint Arch.
Antonio Guimarães, Edson Borin, Diego F. Aranha
2022 J jnl
Program representations for predictive compilation: State of affairs in the early 20's.
J. Comput. Lang.
Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Nilton Luiz Queiroz Junior, Otávio Oliveira Napoli
2021 — conf
CLAP-Bot: a framework for automatic optimization of high-performance elastic applications on the Clouds.
SBAC-PAD (Workshops)
Otávio Oliveira Napoli, Gustavo Ciotto Pinton, Edson Borin
2021 J jnl
Efficiency and scalability of multi-lane capsule networks (MLCN).
J. Parallel Distributed Comput.
Vanderson Martins do Rosario, Maurício Breternitz Jr., Edson Borin
2021 C conf
Employing Simulation to Facilitate the Design of Dynamic Binary Translators.
SBAC-PAD
Vanderson Martins do Rosario, Raphael Zinsly, Sandro Rigo, Edson Borin
2021 J jnl
High-performance IO for seismic processing on the cloud.
Concurr. Comput. Pract. Exp.
Antonio Guimarães, Luis Lacalle, Charles B. Rodamilans, Edson Borin
2021 Misc conf
Leveraging vCPU-utilization rates to select cost-efficient VMs for parallel workloads.
UCC
William F. C. Tavares, Marcio R. M. Assis, Edson Borin
2021 — conf
New Optimization Sequences for Code-Size Reduction for the LLVM Compilation Infrastructure.
SBLP
Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Otávio O. Napoli, Vanderson Martins do Rosário
2021 — conf
Quantifying and detecting HPC resource wastage in cloud environments.
SBAC-PAD (Workshops)
William F. C. Tavares, Marcio Roberto Miranda Assis, Edson Borin
2021 J jnl
Revisiting the functional bootstrap in TFHE.
IACR Trans. Cryptogr. Hardw. Embed. Syst.
Antonio Guimarães, Edson Borin, Diego F. Aranha
2021 — conf
Selecting efficient VM types to train deep learning models on Amazon SageMaker.
SBAC-PAD (Workshops)
Rafael Keller Tesser, Alvaro Marques, Edson Borin
2021 J jnl
Smart selection of optimizations in dynamic compilers.
Concurr. Comput. Pract. Exp.
Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais Aparecida Silva Camacho, Otávio O. Napoli, Maurício Breternitz, Edson Borin
2020 J jnl
A unified model for accelerating unsupervised iterative re-ranking algorithms.
Concurr. Comput. Pract. Exp.
Flávia Pisani, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
2020 J jnl
Accelerating Multi-attribute Unsupervised Seismic Facies Analysis With RAPIDS.
CoRR
Otávio O. Napoli, Vanderson Martins do Rosario, João Paulo Navarro, Pedro Mário Cruz e Silva, Edson Borin
2020 J jnl
Employing Simulation to Facilitate the Design of Dynamic Code Generators.
CoRR
Vanderson Martins do Rosario, Raphael Moreira Zinsly, Sandro Rigo, Edson Borin
2020 J jnl
Fast and Low-cost Search for Efficient Cloud Configurations for HPC Workloads.
CoRR
Vanderson Martins do Rosário, Thais Aparecida Silva Camacho, Otávio O. Napoli, Edson Borin
2020 J jnl
Fog Computing on Constrained Devices: Paving the Way for the Future IoT.
CoRR
Flavia Pisani, Fabíola Martins Campos de Oliveira, Eduardo S. Gama, Roger Immich, Luiz F. Bittencourt, Edson Borin
2020 — ch.
Fog Computing on Constrained Devices: Paving the Way for the Future IoT.
Advances in Edge Computing
Flávia Pisani, Fabíola Martins Campos de Oliveira, Eduardo S. Gama, Roger Immich, Luiz F. Bittencourt, Edson Borin
2020 — conf
Leveraging Constrained Devices for Custom Code Execution in the Internet of Things.
SBRC Companion
Flávia Pisani, Edson Borin
2019 J jnl
Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN).
CoRR
Vanderson Martins do Rosário, Maurício Breternitz Jr., Edson Borin
2019 C conf
Efficiency and Scalability of Multi-lane Capsule Networks (MLCN).
SBAC-PAD
Vanderson Martins do Rosário, Maurício Breternitz, Edson Borin
2019 Misc conf
Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications.
UCC
Eva Maia Malta, Sandra Avila, Edson Borin
2019 J jnl
Fog vs. Cloud Computing: Should I Stay or Should I Go?
Future Internet
Flávia Pisani, Vanderson Martins do Rosario, Edson Borin
2019 C conf
Improving Virtual Machine Consolidation for Heterogeneous Cloud Computing Datacenters.
SBAC-PAD
João Antonio Magri Rodrigues, Fabíola Martins Campos de Oliveira, Renata Spolon Lobato, Roberta Spolon Ulson, Aleardo Manacero, Edson Borin
2019 — conf
Introducing Arithmetic Failures to Accelerate QC-MDPC Code-Based Cryptography.
CBC
Antonio Guimarães, Edson Borin, Diego de Freitas Aranha
2019 J jnl
Optimized implementation of QC-MDPC code-based cryptography.
Concurr. Comput. Pract. Exp.
Antonio Guimarães, Diego de Freitas Aranha, Edson Borin
2019 J jnl
Partitioning Convolutional Neural Networks to Maximize the Inference Rate on Constrained IoT Devices.
Future Internet
Fabíola Martins Campos de Oliveira, Edson Borin
2019 Misc conf
Selecting Efficient Cloud Resources for HPC Workloads.
UCC
Jeferson Rech Brunetta, Edson Borin
2019 J jnl
The Multi-Lane Capsule Network (MLCN).
CoRR
Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz Jr.
2019 J jnl
The Multi-Lane Capsule Network.
IEEE Signal Process. Lett.
Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz
2018 — conf
A Methodology for Optimization of Interpreters.
WSCAD
Vanderson Martins do Rosário, Mario Mikio Hato, Rodolfo Azevedo, Edson Borin
2018 — conf
Automatic Minimization of Execution Budgets of SPITS Programs in AWS.
WSCAD (Selected Papers)
Nicholas T. Okita, Tiago A. Coimbra, Charles B. Rodamilans, Martin Tygel, Edson Borin
2018 — conf
Automatic Minimization of Execution Costs of SPITS Programs in AWS.
WSCAD
Nicholas T. Okita, Charles B. Rodamilans, Tiago A. Coimbra, Martin Tygel, Edson Borin
2018 A conf
Evaluating the Performance and Cost of Accelerating Seismic Processing with CUDA, OpenCL, OpenACC, and OpenMP.
IPDPS
Tiago Lobato Gimenes, Flavia Pisani, Edson Borin
2018 — conf
Evaluation and Mitigation of Timing Side-Channel Leakages on Multiple-Target Dynamic Binary Translators.
WSCAD (Selected Papers)
Otávio Oliveira Napoli, Vanderson Martins do Rosario, Diego de Freitas Aranha, Edson Borin
2018 — conf
Evaluation of Timing Side-Channel Leakage on a Multiple-Target Dynamic Binary Translator.
WSCAD
Otávio O. Napoli, Vanderson Martins do Rosário, Diego de Freitas Aranha, Edson Borin
2018 — conf
Fog vs. cloud computing: should i stay or should i go?
INTESA@ESWEEK
Flávia Pisani, Edson Borin
2018 — conf
Fog-Assisted Translation: Towards Efficient Software Emulation on Heterogeneous IoT Devices.
IPDPS Workshops
Vanderson Martins do Rosario, Flavia Pisani, Alexandre Rodrigues Gomes, Edson Borin
2018 — conf
High-Performance RISC-V Emulation.
WSCAD (Selected Papers)
Leandro Lupori, Vanderson Martins do Rosario, Edson Borin
2018 C conf
Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things Devices.
SBAC-PAD
Fabíola Martins Campos de Oliveira, Edson Borin
2018 J jnl
Special issue on Computer Architecture and High Performance Computing.
J. Parallel Distributed Comput.
Lúcia M. A. Drummond, Edson Borin
2018 B conf
The Alberta Workloads for the SPEC CPU 2017 Benchmark Suite.
ISPASS
José Nelson Amaral, Edson Borin, Dylan R. Ashley, Caian Benedicto, Elliot Colp, Joao Henrique Stange Hoffmam, Marcus Karpoff, Erick Ochoa, Morgan Redshaw, Raphael Ernani Rodrigues
2018 — conf
Towards a High-Performance RISC-V Emulator.
WSCAD
Leandro Lupori, Vanderson Martins do Rosário, Edson Borin
2017 C conf
Beyond the Fog: Bringing Cross-Platform Code Execution to Constrained IoT Devices.
SBAC-PAD
Flavia Pisani, Jeferson Rech Brunetta, Vanderson Martins do Rosario, Edson Borin
2017 J jnl
Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems.
Concurr. Comput. Pract. Exp.
Flavia Pisani, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin
2017 J jnl
Handling IoT platform heterogeneity with COISA, a compact OpenISA virtual platform.
Concurr. Comput. Pract. Exp.
Rafael Auler, Carlos Eduardo Millani, Alexandre Brisighello, Alisson Linhares, Edson Borin
2017 — conf
Optimizing memory affinity with a hybrid compiler/OS approach.
Conf. Computing Frontiers
Matthias Diener, Eduardo H. M. Cruz, Marco A. Z. Alves, Edson Borin, Philippe O. A. Navaux
2017 C conf
The Case for Flexible ISAs: Unleashing Hardware and Software.
SBAC-PAD
Rafael Auler, Edson Borin
2016 — conf
A Comparative Study of SYCL, OpenCL, and OpenMP.
SBAC-PAD (Workshops)
Hércules Cardoso da Silva, Flavia Pisani, Edson Borin
2016 — conf
An Evaluation of Segmented Sorting Strategies on GPUs.
HPCC/SmartCity/DSS
Rafael F. Schmid, Flavia Pisani, Edson Borin, Edson Cáceres
2016 — conf
PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks.
SBAC-PAD (Workshops)
Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurício Breternitz
2015 J jnl
Accelerating engineering software on modern multi-core processors.
Adv. Eng. Softw.
Edson Borin, Philippe R. B. Devloo, Gilvan S. Vieira, Nathan Shauer
2015 B conf
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.
ICMR
Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Jurandy Almeida
2015 B conf
Performance implications of dynamic memory allocators on transactional memory systems.
PPoPP
Alexandro Baldassin, Edson Borin, Guido Araujo
2015 A* conf
SHRINK: reducing the ISA complexity via instruction recycling.
ISCA
Bruno Cardoso Lopes, Rafael Auler, Luiz Ramos, Edson Borin, Rodolfo Azevedo
2014 — conf
A Hybrid Framework to Accelerate Adaptive Compilation Systems.
SBLP
Gabriel Krisman Bertazi, Anderson Faustino da Silva, Edson Borin
2014 B conf
Addressing JavaScript JIT Engines Performance Quirks: A Crowdsourced Adaptive Compiler.
CC
Rafael Auler, Edson Borin, Peli de Halleux, Michal Moskal, Nikolai Tillmann
2014 B conf
Compiler support for selective page migration in NUMA architectures.
PACT
Guilherme Piccoli, Henrique Nazaré Santos, Raphael Ernani Rodrigues, Christiane Pousa, Edson Borin, Fernando Magno Quintão Pereira
2014 C conf
Leveraging Optimization Methods for Dynamically Assisted Control-Flow Integrity Mechanisms.
SBAC-PAD
João Moreira, Lucas Teixeira, Edson Borin, Sandro Rigo
2014 J jnl
Microcode Compression Using Structured-Constrained Clustering.
Int. J. Parallel Program.
Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu
2013 J jnl
An automatic energy consumption characterization of processors using ArchC.
J. Syst. Archit.
Marcelo Guedes, Rafael Auler, Liana Dessandre Duenha, Edson Borin, Rodolfo Azevedo
2013 B conf
Assessing computer performance with stocs.
ICPE
Leonardo Piga, Gabriel F. T. Gomes, Rafael Auler, Bruno Rosa, Sandro Rigo, Edson Borin
2013 C conf
Image Re-ranking Acceleration on GPUs.
SBAC-PAD
Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
2013 — conf
Modeling virtual machines misprediction overhead.
IISWC
Divino Cesar S. Lucas, Rafael Auler, Rafael Dalibera, Sandro Rigo, Edson Borin, Guido Araujo
2012 — conf
A Database for Reproducible Computational Research.
WSCAD-SSC
Gabriel F. T. Gomes, Edson Borin
2012 C conf
ACCGen: An Automatic ArchC Compiler Generator.
SBAC-PAD
Rafael Auler, Paulo Centoducatte, Edson Borin
2012 C conf
An ArchC approach for automatic energy consumption characterization of processors.
RSP
Marcelo Guedes, Rafael Auler, Edson Borin, Rodolfo Azevedo
2012 — conf
Compressing Variable-Length Instruction Traces.
WSCAD-SSC
Raphael Moreira Zinsly, Sandro Rigo, Edson Borin
2012 C conf
Efficient Image Re-Ranking Computation on GPUs.
ISPA
Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
2012 — conf
Exploring Dynamic Program Behavior with Frames and Phases.
WSCAD-SSC
Divino Cesar S. Lucas, Guido Araujo, Edson Borin
2011 A conf
A HW/SW co-designed heterogeneous multi-core virtual machine for energy-efficient general purpose computing.
CGO
Youfeng Wu, Shiliang Hu, Edson Borin, Cheng Wang
2011 A conf
LAR-CC: Large atomic regions with conditional commits.
CGO
Edson Borin, Youfeng Wu, Maurício Breternitz Jr., Cheng Wang
2011 C conf
Structure-Constrained Microcode Compression.
SBAC-PAD
Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu
2010 A conf
TAO: two-level atomicity for dynamic binary optimizations.
CGO
Edson Borin, Youfeng Wu, Cheng Wang, Wei Liu, Maurício Breternitz Jr., Shiliang Hu, Esfir Natanzon, Shai Rotem, Roni Rosner
2010 — conf
Trace Execution Automata in Dynamic Binary Translation.
ISCA Workshops
João Paulo Porto, Guido Araujo, Edson Borin, Youfeng Wu
2009 — conf
Characterization of DBT overhead.
IISWC
Edson Borin, Youfeng Wu
2009 A conf
Dynamic parallelization of single-threaded binary programs using speculative slicing.
ICS
Cheng Wang, Youfeng Wu, Edson Borin, Shiliang Hu, Wei Liu, Dave Sager, Tin-Fook Ngai, Jesse Fang
2007 — —
Microcode compression algorithms.
Edson Borin
2006 C conf
Clustering-Based Microcode Compression.
ICCD
Edson Borin, Maurício Breternitz Jr., Youfeng Wu, Guido Araujo
2006 A conf
Software-Based Transparent and Comprehensive Control-Flow Error Detection.
CGO
Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo
2005 J jnl
Dynamic binary control-flow errors detection.
SIGARCH Comput. Archit. News
Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo
2005 J jnl
Efficient datapath merging for partially reconfigurable architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Nahri Moreano, Edson Borin, Cid C. de Souza, Guido Araujo
2004 — conf
Fast instruction set custornization.
ESTIMedia
Edson Borin, Felipe Klein, Nahri Moreano, Rodolfo Azevedo, Guido Araujo