Edson Borin

According to our database, Edson Borin authored at least 96 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

BrkgaCuda 2.0: a framework for fast biased random-key genetic algorithms on GPUs.

Bruno A. Oliveira, Eduardo C. Xavier, Edson Borin

Soft Comput., November, 2024

Rank-based Hashing for Effective and Efficient Nearest Neighbor Search for Image Retrieval.

Vinicius Atsushi Sato Kawai, Lucas Pascotti Valem, Alexandro Baldassin, Edson Borin, Daniel Carlos Guimarães Pedronette, Longin Jan Latecki

ACM Trans. Multim. Comput. Commun. Appl., October, 2024

MOSFHET: Optimized Software for FHE over the Torus.

Antonio Guimarães, Edson Borin, Diego F. Aranha

J. Cryptogr. Eng., September, 2024

The Droplet Search Algorithm for Kernel Scheduling.

Michael Canesche, Vanderson Martins do Rosário, Edson Borin, Fernando Magno Quintão Pereira

ACM Trans. Archit. Code Optim., June, 2024

A lightweight performance proxy for deep-learning model training on Amazon SageMaker.

Rafael Keller Tesser, Alvaro Marques, Edson Borin

Concurr. Comput. Pract. Exp., June, 2024

Memory-efficient DRASiW Models.

Otávio Oliveira Napoli, Ana Maria de Almeida, Edson Borin, Maurício Breternitz

Neurocomputing, 2024

Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data.

Leonardo Neumann, Antonio Guimarães, Diego F. Aranha, Edson Borin

CoRR, 2024

2023

Containers in HPC: a survey.

Rafael Keller Tesser, Edson Borin

J. Supercomput., March, 2023

Fast selection of compiler optimizations using performance prediction with graph neural networks.

Vanderson Martins do Rosario, Anderson Faustino da Silva, André Felipe Zanella, Otávio Oliveira Napoli, Edson Borin

Concurr. Comput. Pract. Exp., 2023

PB³Opt: Profile-based biased Bayesian optimization to select computing clusters on the cloud.

Thais Aparecida Silva Camacho, Vanderson Martins do Rosario, Otávio Oliveira Napoli, Edson Borin

Concurr. Comput. Pract. Exp., 2023

PANCODE: Multilevel Partitioning of Neural Networks for Constrained Internet-of-Things Devices.

Fabíola Martins Campos de Oliveira, Luiz Fernando Bittencourt, Carlos Alberto Kamienski, Edson Borin

IEEE Access, 2023

Computing seismic attributes with deep-learning models.

Nícolas Hecker, Otávio Oliveira Napoli, Carlos A. Astudillo, João Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops , 2023

A Self-Distributing System Framework for the Computing Continuum.

Roberto Rodrigues Filho, Renato S. Dias, João Seródio, Barry Porter, Fábio M. Costa, Edson Borin, Luiz F. Bittencourt

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Efficient Knowledge Aggregation Methods for Weightless Neural Networks.

Otávio Oliveira Napoli, Ana Maria de Almeida, José Miguel Sales Dias, Luís Brás Rosário, Edson Borin, Maurício Breternitz Jr.

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Program representations for predictive compilation: State of affairs in the early 20's.

Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Nilton Luiz Queiroz Junior, Otávio Oliveira Napoli

J. Comput. Lang., 2022

An evaluation of fast segmented sorting implementations on GPUs.

Rafael F. Schmid, Flávia Pisani, Edson Norberto Cáceres, Edson Borin

Parallel Comput., 2022

Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud.

Antonio Guimarães, Leonardo Neumann, Fernanda A. Andaló, Diego F. Aranha, Edson Borin

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops, 2022

2021

Revisiting the functional bootstrap in TFHE.

Antonio Guimarães, Edson Borin, Diego F. Aranha

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2021

Efficiency and scalability of multi-lane capsule networks (MLCN).

Vanderson Martins do Rosario, Maurício Breternitz Jr., Edson Borin

J. Parallel Distributed Comput., 2021

Smart selection of optimizations in dynamic compilers.

Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais Aparecida Silva Camacho, Otávio Oliveira Napoli, Maurício Breternitz, Edson Borin

Concurr. Comput. Pract. Exp., 2021

High-performance IO for seismic processing on the cloud.

Antonio Guimarães, Luis Lacalle, Charles B. Rodamilans, Edson Borin

Concurr. Comput. Pract. Exp., 2021

Leveraging vCPU-utilization rates to select cost-efficient VMs for parallel workloads.

William F. C. Tavares, Marcio R. M. Assis, Edson Borin

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6, 2021

New Optimization Sequences for Code-Size Reduction for the LLVM Compilation Infrastructure.

Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Otávio Oliveira Napoli, Vanderson Martins do Rosário

Proceedings of the SBLP'21: 25th Brazilian Symposium on Programming Languages, Joinville, Brazil, 27 September 2021, 2021

Selecting efficient VM types to train deep learning models on Amazon SageMaker.

Rafael Keller Tesser, Alvaro Marques, Edson Borin

Proceedings of the 33rd International Symposium on Computer Architecture and High Performance Computing, 2021

Quantifying and detecting HPC resource wastage in cloud environments.

William F. C. Tavares, Marcio Roberto Miranda Assis, Edson Borin

Proceedings of the 33rd International Symposium on Computer Architecture and High Performance Computing, 2021

Employing Simulation to Facilitate the Design of Dynamic Binary Translators.

Vanderson Martins do Rosario, Raphael Zinsly, Sandro Rigo, Edson Borin

Proceedings of the 33rd IEEE International Symposium on Computer Architecture and High Performance Computing, 2021

CLAP-Bot: a framework for automatic optimization of high-performance elastic applications on the Clouds.

Otávio Oliveira Napoli, Gustavo Ciotto Pinton, Edson Borin

Proceedings of the 33rd International Symposium on Computer Architecture and High Performance Computing, 2021

2020

Fog Computing on Constrained Devices: Paving the Way for the Future IoT.

Flávia Pisani, Fabíola Martins Campos de Oliveira, Eduardo S. Gama, Roger Immich, Luiz F. Bittencourt, Edson Borin

Proceedings of the Advances in Edge Computing: Massive Parallel Processing and Applications, 2020

Employing Simulation to Facilitate the Design of Dynamic Code Generators.

Vanderson Martins do Rosario, Raphael Moreira Zinsly, Sandro Rigo, Edson Borin

CoRR, 2020

Accelerating Multi-attribute Unsupervised Seismic Facies Analysis With RAPIDS.

Otávio Oliveira Napoli, Vanderson Martins do Rosario, João Paulo Navarro, Pedro Mário Cruz e Silva, Edson Borin

CoRR, 2020

Fast and Low-cost Search for Efficient Cloud Configurations for HPC Workloads.

Vanderson Martins do Rosário, Thais Aparecida Silva Camacho, Otávio Oliveira Napoli, Edson Borin

CoRR, 2020

Fog Computing on Constrained Devices: Paving the Way for the Future IoT.

Flavia Pisani, Fabíola Martins Campos de Oliveira, Eduardo S. Gama, Roger Immich, Luiz F. Bittencourt, Edson Borin

CoRR, 2020

A unified model for accelerating unsupervised iterative re-ranking algorithms.

Flávia Pisani, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.

Concurr. Comput. Pract. Exp., 2020

Leveraging Constrained Devices for Custom Code Execution in the Internet of Things.

Flávia Pisani, Edson Borin

Proceedings of the Companion Proceedings of the 38th Brazilian Symposium on Computer Networks and Distributed Systems, 2020

2019

The Multi-Lane Capsule Network.

Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz

IEEE Signal Process. Lett., 2019

Fog vs. Cloud Computing: Should I Stay or Should I Go?

Flávia Pisani, Vanderson Martins do Rosario, Edson Borin

Future Internet, 2019

Partitioning Convolutional Neural Networks to Maximize the Inference Rate on Constrained IoT Devices.

Fabíola Martins Campos de Oliveira, Edson Borin

Future Internet, 2019

The Multi-Lane Capsule Network (MLCN).

Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz Jr.

CoRR, 2019

Optimized implementation of QC-MDPC code-based cryptography.

Antonio Guimarães, Diego de Freitas Aranha, Edson Borin

Concurr. Comput. Pract. Exp., 2019

Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications.

Eva Maia Malta, Sandra Avila, Edson Borin

Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Selecting Efficient Cloud Resources for HPC Workloads.

Jeferson Rech Brunetta, Edson Borin

Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Improving Virtual Machine Consolidation for Heterogeneous Cloud Computing Datacenters.

João Antonio Magri Rodrigues, Fabíola Martins Campos de Oliveira, Renata Spolon Lobato, Roberta Spolon Ulson, Aleardo Manacero, Edson Borin

Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019

Introducing Arithmetic Failures to Accelerate QC-MDPC Code-Based Cryptography.

Antonio Guimarães, Edson Borin, Diego de Freitas Aranha

Proceedings of the Code-Based Cryptography - 7th International Workshop, 2019

2018

Special issue on Computer Architecture and High Performance Computing.

Lúcia M. A. Drummond, Edson Borin

J. Parallel Distributed Comput., 2018

A Methodology for Optimization of Interpreters.

Vanderson Martins do Rosário, Mario Mikio Hato, Rodolfo Azevedo, Edson Borin

Proceedings of the Symposium on High Performance Computing Systems, 2018

Automatic Minimization of Execution Costs of SPITS Programs in AWS.

Nicholas T. Okita, Charles B. Rodamilans, Tiago A. Coimbra, Martin Tygel, Edson Borin

Proceedings of the Symposium on High Performance Computing Systems, 2018

Automatic Minimization of Execution Budgets of SPITS Programs in AWS.

Nicholas T. Okita, Tiago A. Coimbra, Charles B. Rodamilans, Martin Tygel, Edson Borin

Proceedings of the High Performance Computing Systems - 19th Symposium, 2018

Evaluation and Mitigation of Timing Side-Channel Leakages on Multiple-Target Dynamic Binary Translators.

Otávio Oliveira Napoli, Vanderson Martins do Rosario, Diego de Freitas Aranha, Edson Borin

Proceedings of the High Performance Computing Systems - 19th Symposium, 2018

Evaluation of Timing Side-Channel Leakage on a Multiple-Target Dynamic Binary Translator.

Otávio Oliveira Napoli, Vanderson Martins do Rosário, Diego de Freitas Aranha, Edson Borin

Proceedings of the Symposium on High Performance Computing Systems, 2018

High-Performance RISC-V Emulation.

Leandro Lupori, Vanderson Martins do Rosario, Edson Borin

Proceedings of the High Performance Computing Systems - 19th Symposium, 2018

Towards a High-Performance RISC-V Emulator.

Leandro Lupori, Vanderson Martins do Rosário, Edson Borin

Proceedings of the Symposium on High Performance Computing Systems, 2018

Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things Devices.

Fabíola Martins Campos de Oliveira, Edson Borin

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

The Alberta Workloads for the SPEC CPU 2017 Benchmark Suite.

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

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

Fog-Assisted Translation: Towards Efficient Software Emulation on Heterogeneous IoT Devices.

Vanderson Martins do Rosario, Flavia Pisani, Alexandre Rodrigues Gomes, Edson Borin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Evaluating the Performance and Cost of Accelerating Seismic Processing with CUDA, OpenCL, OpenACC, and OpenMP.

Tiago Lobato Gimenes, Flavia Pisani, Edson Borin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Fog vs. cloud computing: should i stay or should i go?

Flávia Pisani, Edson Borin

Proceedings of the Workshop on INTelligent Embedded Systems Architectures and Applications, 2018

2017

Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems.

Flavia Pisani, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin

Concurr. Comput. Pract. Exp., 2017

Handling IoT platform heterogeneity with COISA, a compact OpenISA virtual platform.

Rafael Auler, Carlos Eduardo Millani, Alexandre Brisighello, Alisson Linhares, Edson Borin

Concurr. Comput. Pract. Exp., 2017

Beyond the Fog: Bringing Cross-Platform Code Execution to Constrained IoT Devices.

Flavia Pisani, Jeferson Rech Brunetta, Vanderson Martins do Rosario, Edson Borin

Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

The Case for Flexible ISAs: Unleashing Hardware and Software.

Rafael Auler, Edson Borin

Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

Optimizing memory affinity with a hybrid compiler/OS approach.

Matthias Diener, Eduardo H. M. Cruz, Marco A. Z. Alves, Edson Borin, Philippe O. A. Navaux

Proceedings of the Computing Frontiers Conference, 2017

2016

A Comparative Study of SYCL, OpenCL, and OpenMP.

Hércules Cardoso da Silva, Flavia Pisani, Edson Borin

Proceedings of the 2016 International Symposium on Computer Architecture and High Performance Computing Workshops, 2016

PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks.

Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurício Breternitz

Proceedings of the 2016 International Symposium on Computer Architecture and High Performance Computing Workshops, 2016

An Evaluation of Segmented Sorting Strategies on GPUs.

Rafael F. Schmid, Flavia Pisani, Edson Borin, Edson Cáceres

Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016

2015

Accelerating engineering software on modern multi-core processors.

Edson Borin, Philippe R. B. Devloo, Gilvan S. Vieira, Nathan Shauer

Adv. Eng. Softw., 2015

Performance implications of dynamic memory allocators on transactional memory systems.

Alexandro Baldassin, Edson Borin, Guido Araujo

Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2015

Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.

Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Jurandy Almeida

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

SHRINK: reducing the ISA complexity via instruction recycling.

Bruno Cardoso Lopes, Rafael Auler, Luiz Ramos, Edson Borin, Rodolfo Azevedo

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2014

Microcode Compression Using Structured-Constrained Clustering.

Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu

Int. J. Parallel Program., 2014

A Hybrid Framework to Accelerate Adaptive Compilation Systems.

Gabriel Krisman Bertazi, Anderson Faustino da Silva, Edson Borin

Proceedings of the Programming Languages - 18th Brazilian Symposium, 2014

Leveraging Optimization Methods for Dynamically Assisted Control-Flow Integrity Mechanisms.

João Moreira, Lucas Teixeira, Edson Borin, Sandro Rigo

Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Addressing JavaScript JIT Engines Performance Quirks: A Crowdsourced Adaptive Compiler.

Rafael Auler, Edson Borin, Peli de Halleux, Michal Moskal, Nikolai Tillmann

Proceedings of the Compiler Construction - 23rd International Conference, 2014

Compiler support for selective page migration in NUMA architectures.

Guilherme Piccoli, Henrique Nazaré Santos, Raphael Ernani Rodrigues, Christiane Pousa, Edson Borin, Fernando Magno Quintão Pereira

Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013

An automatic energy consumption characterization of processors using ArchC.

Marcelo Guedes, Rafael Auler, Liana Dessandre Duenha, Edson Borin, Rodolfo Azevedo

J. Syst. Archit., 2013

Assessing computer performance with stocs.

Leonardo Piga, Gabriel F. T. Gomes, Rafael Auler, Bruno Rosa, Sandro Rigo, Edson Borin

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

Image Re-ranking Acceleration on GPUs.

Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.

Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Modeling virtual machines misprediction overhead.

Divino Cesar S. Lucas, Rafael Auler, Rafael Dalibera, Sandro Rigo, Edson Borin, Guido Araujo

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

2012

Compressing Variable-Length Instruction Traces.

Raphael Moreira Zinsly, Sandro Rigo, Edson Borin

Proceedings of the 13th Symposium on Computer Systems, 2012

Exploring Dynamic Program Behavior with Frames and Phases.

Divino Cesar S. Lucas, Guido Araujo, Edson Borin

Proceedings of the 13th Symposium on Computer Systems, 2012

A Database for Reproducible Computational Research.

Gabriel F. T. Gomes, Edson Borin

Proceedings of the 13th Symposium on Computer Systems, 2012

ACCGen: An Automatic ArchC Compiler Generator.

Rafael Auler, Paulo Centoducatte, Edson Borin

Proceedings of the IEEE 24th International Symposium on Computer Architecture and High Performance Computing, 2012

An ArchC approach for automatic energy consumption characterization of processors.

Marcelo Guedes, Rafael Auler, Edson Borin, Rodolfo Azevedo

Proceedings of the 23rd IEEE International Symposium on Rapid System Prototyping, 2012

Efficient Image Re-Ranking Computation on GPUs.

Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.

Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

2011

Structure-Constrained Microcode Compression.

Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu

Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

A HW/SW co-designed heterogeneous multi-core virtual machine for energy-efficient general purpose computing.

Youfeng Wu, Shiliang Hu, Edson Borin, Cheng Wang

Proceedings of the CGO 2011, 2011

LAR-CC: Large atomic regions with conditional commits.

Edson Borin, Youfeng Wu, Maurício Breternitz Jr., Cheng Wang

Proceedings of the CGO 2011, 2011

2010

Trace Execution Automata in Dynamic Binary Translation.

João Paulo Porto, Guido Araujo, Edson Borin, Youfeng Wu

Proceedings of the Computer Architecture, 2010

TAO: two-level atomicity for dynamic binary optimizations.

Edson Borin, Youfeng Wu, Cheng Wang, Wei Liu, Maurício Breternitz Jr., Shiliang Hu, Esfir Natanzon, Shai Rotem, Roni Rosner

Proceedings of the CGO 2010, 2010

2009

Characterization of DBT overhead.

Edson Borin, Youfeng Wu

Proceedings of the 2009 IEEE International Symposium on Workload Characterization, 2009

Dynamic parallelization of single-threaded binary programs using speculative slicing.

Cheng Wang, Youfeng Wu, Edson Borin, Shiliang Hu, Wei Liu, Dave Sager, Tin-Fook Ngai, Jesse Fang

Proceedings of the 23rd international conference on Supercomputing, 2009

2007

Microcode compression algorithms.

Edson Borin

PhD thesis, 2007

2006

Clustering-Based Microcode Compression.

Edson Borin, Maurício Breternitz Jr., Youfeng Wu, Guido Araujo

Proceedings of the 24th International Conference on Computer Design (ICCD 2006), 2006

Software-Based Transparent and Comprehensive Control-Flow Error Detection.

Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo

Proceedings of the Fourth IEEE/ACM International Symposium on Code Generation and Optimization (CGO 2006), 2006

2005

Efficient datapath merging for partially reconfigurable architectures.

Nahri Moreano, Edson Borin, Cid C. de Souza, Guido Araujo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005

Dynamic binary control-flow errors detection.

Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo

SIGARCH Comput. Archit. News, 2005

2004

Fast instruction set custornization.

Edson Borin, Felipe Klein, Nahri Moreano, Rodolfo Azevedo, Guido Araujo

Proceedings of the 2nd Workshop on Embedded Systems for Real-Time Multimedia, 2004