Edson Borin

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 62

Top Venues

Concurr. Comput. Pract. Exp.

SBAC-PAD

CoRR

SBAC-PAD (Workshops)

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

Rafael Keller Tesser, Alvaro Marques, Edson Borin
A lightweight performance proxy for deep-learning model training on Amazon SageMaker. Concurr. Comput. Pract. Exp. 36 (14) (2024)
Leonardo Neumann, Antonio Guimarães, Diego F. Aranha, Edson Borin
Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data. CoRR (2024)
Michael Canesche, Vanderson Martins do Rosário, Edson Borin, Fernando Magno Quintão Pereira
The Droplet Search Algorithm for Kernel Scheduling. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Rafael Keller Tesser, Edson Borin
Containers in HPC: a survey. J. Supercomput. 79 (5) (2023)
Nícolas Hecker, Otávio Oliveira Napoli, Carlos A. Astudillo, João Paulo Navarro, Alan Souza, Daniel Miranda, Leandro A. Villas, Edson Borin
Computing seismic attributes with deep-learning models. SBAC-PADW (2023)
Otávio Oliveira Napoli, Ana Maria de Almeida, José Miguel Sales Dias, Luís Brás Rosário, Edson Borin, Maurício Breternitz Jr.
Efficient Knowledge Aggregation Methods for Weightless Neural Networks. ESANN (2023)
Thais Aparecida Silva Camacho, Vanderson Martins do Rosario, Otávio Oliveira Napoli, Edson Borin
Opt: Profile-based biased Bayesian optimization to select computing clusters on the cloud. Concurr. Comput. Pract. Exp. 35 (18) (2023)
Vanderson Martins do Rosario, Anderson Faustino da Silva, André Felipe Zanella, Otávio Oliveira Napoli, Edson Borin
Fast selection of compiler optimizations using performance prediction with graph neural networks. Concurr. Comput. Pract. Exp. 35 (17) (2023)
Fabíola Martins Campos de Oliveira, Luiz Fernando Bittencourt, Carlos Alberto Kamienski, Edson Borin
PANCODE: Multilevel Partitioning of Neural Networks for Constrained Internet-of-Things Devices. IEEE Access 11 (2023)
Roberto Rodrigues Filho, Renato S. Dias, João Seródio, Barry Porter, Fábio M. Costa, Edson Borin, Luiz F. Bittencourt
A Self-Distributing System Framework for the Computing Continuum. ICCCN (2023)
Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Nilton Luiz Queiroz Junior, Otávio Oliveira Napoli
Program representations for predictive compilation: State of affairs in the early 20's. J. Comput. Lang. 73 (2022)
Rafael F. Schmid, Flávia Pisani, Edson Norberto Cáceres, Edson Borin
An evaluation of fast segmented sorting implementations on GPUs. Parallel Comput. 110 (2022)
Antonio Guimarães, Edson Borin, Diego F. Aranha
MOSFHET: Optimized Software for FHE over the Torus. IACR Cryptol. ePrint Arch. 2022 (2022)
Antonio Guimarães, Leonardo Neumann, Fernanda A. Andaló, Diego F. Aranha, Edson Borin
Homomorphic evaluation of large look-up tables for inference on human genome data in the cloud. SBAC-PADW (2022)
Vanderson Martins do Rosario, Anderson Faustino da Silva, Thais A. Silva Camacho, Otávio Oliveira Napoli, Maurício Breternitz, Edson Borin
Smart selection of optimizations in dynamic compilers. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Antonio Guimarães, Edson Borin, Diego F. Aranha
Revisiting the functional bootstrap in TFHE. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2021 (2) (2021)
William F. C. Tavares, Marcio Roberto Miranda Assis, Edson Borin
Quantifying and detecting HPC resource wastage in cloud environments. SBAC-PAD (Workshops) (2021)
Antonio Guimarães, Luis Lacalle, Charles B. Rodamilans, Edson Borin
High-performance IO for seismic processing on the cloud. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Vanderson Martins do Rosario, Raphael Zinsly, Sandro Rigo, Edson Borin
Employing Simulation to Facilitate the Design of Dynamic Binary Translators. SBAC-PAD (2021)
Vanderson Martins do Rosario, Maurício Breternitz Jr., Edson Borin
Efficiency and scalability of multi-lane capsule networks (MLCN). J. Parallel Distributed Comput. 155 (2021)
Otávio Oliveira Napoli, Gustavo Ciotto Pinton, Edson Borin
CLAP-Bot: a framework for automatic optimization of high-performance elastic applications on the Clouds. SBAC-PAD (Workshops) (2021)
Anderson Faustino da Silva, Edson Borin, Fernando Magno Quintão Pereira, Otávio Oliveira Napoli, Vanderson Martins do Rosário
New Optimization Sequences for Code-Size Reduction for the LLVM Compilation Infrastructure. SBLP (2021)
Rafael Keller Tesser, Alvaro Marques, Edson Borin
Selecting efficient VM types to train deep learning models on Amazon SageMaker. SBAC-PAD (Workshops) (2021)
William F. C. Tavares, Marcio R. M. Assis, Edson Borin
Leveraging vCPU-utilization rates to select cost-efficient VMs for parallel workloads. UCC (2021)
Vanderson Martins do Rosario, Raphael Moreira Zinsly, Sandro Rigo, Edson Borin
Employing Simulation to Facilitate the Design of Dynamic Code Generators. CoRR (2020)
Otávio Oliveira Napoli, Vanderson Martins do Rosario, João Paulo Navarro, Pedro Mário Cruz e Silva, Edson Borin
Accelerating Multi-attribute Unsupervised Seismic Facies Analysis With RAPIDS. CoRR (2020)
Flávia Pisani, Edson Borin
Leveraging Constrained Devices for Custom Code Execution in the Internet of Things. SBRC Companion (2020)
Flávia Pisani, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
A unified model for accelerating unsupervised iterative re-ranking algorithms. Concurr. Comput. Pract. Exp. 32 (14) (2020)
Vanderson Martins do Rosário, Thais A. Silva Camacho, Otávio Oliveira Napoli, Edson Borin
Fast and Low-cost Search for Efficient Cloud Configurations for HPC Workloads. CoRR (2020)
Flavia Pisani, Fabiola M. C. de Oliveira, Eduardo S. Gama, Roger Immich, Luiz F. Bittencourt, Edson Borin
Fog Computing on Constrained Devices: Paving the Way for the Future IoT. CoRR (2020)
Vanderson Martins do Rosário, Maurício Breternitz, Edson Borin
Efficiency and Scalability of Multi-lane Capsule Networks (MLCN). SBAC-PAD (2019)
Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz Jr.
The Multi-Lane Capsule Network (MLCN). CoRR (2019)
Fabíola Martins Campos de Oliveira, Edson Borin
Partitioning Convolutional Neural Networks to Maximize the Inference Rate on Constrained IoT Devices. Future Internet 11 (10) (2019)
Vanderson Martins do Rosario, Edson Borin, Maurício Breternitz
The Multi-Lane Capsule Network. IEEE Signal Process. Lett. 26 (7) (2019)
João Antonio Magri Rodrigues, Fabíola Martins Campos de Oliveira, Renata Spolon Lobato, Roberta Spolon Ulson, Aleardo Manacero, Edson Borin
Improving Virtual Machine Consolidation for Heterogeneous Cloud Computing Datacenters. SBAC-PAD (2019)
Vanderson Martins do Rosário, Maurício Breternitz Jr., Edson Borin
Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN). CoRR (2019)
Jeferson Rech Brunetta, Edson Borin
Selecting Efficient Cloud Resources for HPC Workloads. UCC (2019)
Eva Maia Malta, Sandra Avila, Edson Borin
Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. UCC (2019)
Antonio Guimarães, Diego de Freitas Aranha, Edson Borin
Optimized implementation of QC-MDPC code-based cryptography. Concurr. Comput. Pract. Exp. 31 (18) (2019)
Antonio Guimarães, Edson Borin, Diego de Freitas Aranha
Introducing Arithmetic Failures to Accelerate QC-MDPC Code-Based Cryptography. CBC (2019)
Flávia Pisani, Vanderson Martins do Rosario, Edson Borin
Fog vs. Cloud Computing: Should I Stay or Should I Go? Future Internet 11 (2) (2019)
Fabíola Martins Campos de Oliveira, Edson Borin
Partitioning Convolutional Neural Networks for Inference on Constrained Internet-of-Things Devices. SBAC-PAD (2018)
Flávia Pisani, Edson Borin
Fog vs. cloud computing: should i stay or should i go? INTESA@ESWEEK (2018)
Vanderson Martins do Rosário, Mario Mikio Hato, Rodolfo Azevedo, Edson Borin
A Methodology for Optimization of Interpreters. WSCAD (2018)
Leandro Lupori, Vanderson Martins do Rosário, Edson Borin
Towards a High-Performance RISC-V Emulator. WSCAD (2018)
Leandro Lupori, Vanderson Martins do Rosario, Edson Borin
High-Performance RISC-V Emulation. WSCAD (Selected Papers) (2018)
Lúcia M. A. Drummond, Edson Borin
Special issue on Computer Architecture and High Performance Computing. J. Parallel Distributed Comput. 120 (2018)
Vanderson Martins do Rosario, Flavia Pisani, Alexandre Rodrigues Gomes, Edson Borin
Fog-Assisted Translation: Towards Efficient Software Emulation on Heterogeneous IoT Devices. IPDPS Workshops (2018)
Otávio Oliveira Napoli, Vanderson Martins do Rosario, Diego de Freitas Aranha, Edson Borin
Evaluation and Mitigation of Timing Side-Channel Leakages on Multiple-Target Dynamic Binary Translators. WSCAD (Selected Papers) (2018)
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
The Alberta Workloads for the SPEC CPU 2017 Benchmark Suite. ISPASS (2018)
Nicholas T. Okita, Tiago A. Coimbra, Charles B. Rodamilans, Martin Tygel, Edson Borin
Automatic Minimization of Execution Budgets of SPITS Programs in AWS. WSCAD (Selected Papers) (2018)
Otávio Oliveira Napoli, Vanderson Martins do Rosário, Diego de Freitas Aranha, Edson Borin
Evaluation of Timing Side-Channel Leakage on a Multiple-Target Dynamic Binary Translator. WSCAD (2018)
Tiago Lobato Gimenes, Flavia Pisani, Edson Borin
Evaluating the Performance and Cost of Accelerating Seismic Processing with CUDA, OpenCL, OpenACC, and OpenMP. IPDPS (2018)
Nicholas T. Okita, Charles B. Rodamilans, Tiago A. Coimbra, Martin Tygel, Edson Borin
Automatic Minimization of Execution Costs of SPITS Programs in AWS. WSCAD (2018)
Flavia Pisani, Jeferson Rech Brunetta, Vanderson Martins do Rosario, Edson Borin
Beyond the Fog: Bringing Cross-Platform Code Execution to Constrained IoT Devices. SBAC-PAD (2017)
Flavia Pisani, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin
Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems. Concurr. Comput. Pract. Exp. 29 (22) (2017)
Rafael Auler, Carlos Eduardo Millani, Alexandre Brisighello, Alisson Linhares, Edson Borin
Handling IoT platform heterogeneity with COISA, a compact OpenISA virtual platform. Concurr. Comput. Pract. Exp. 29 (22) (2017)
Matthias Diener, Eduardo H. M. Cruz, Marco A. Z. Alves, Edson Borin, Philippe O. A. Navaux
Optimizing memory affinity with a hybrid compiler/OS approach. Conf. Computing Frontiers (2017)
Rafael Auler, Edson Borin
The Case for Flexible ISAs: Unleashing Hardware and Software. SBAC-PAD (2017)
Hércules Cardoso da Silva, Flavia Pisani, Edson Borin
A Comparative Study of SYCL, OpenCL, and OpenMP. SBAC-PAD (Workshops) (2016)
Edson Borin, Caian Benedicto, Ian L. Rodrigues, Flavia Pisani, Martin Tygel, Maurício Breternitz
PY-PITS: A Scalable Python Runtime System for the Computation of Partially Idempotent Tasks. SBAC-PAD (Workshops) (2016)
Rafael F. Schmid, Flavia Pisani, Edson Borin, Edson Cáceres
An Evaluation of Segmented Sorting Strategies on GPUs. HPCC/SmartCity/DSS (2016)
Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Jurandy Almeida
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks. ICMR (2015)
Bruno Cardoso Lopes, Rafael Auler, Luiz Ramos, Edson Borin, Rodolfo Azevedo
SHRINK: reducing the ISA complexity via instruction recycling. ISCA (2015)
Edson Borin, Philippe R. B. Devloo, Gilvan S. Vieira, Nathan Shauer
Accelerating engineering software on modern multi-core processors. Adv. Eng. Softw. 84 (2015)
Alexandro Baldassin, Edson Borin, Guido Araujo
Performance implications of dynamic memory allocators on transactional memory systems. PPOPP (2015)
João Moreira, Lucas Teixeira, Edson Borin, Sandro Rigo
Leveraging Optimization Methods for Dynamically Assisted Control-Flow Integrity Mechanisms. SBAC-PAD (2014)
Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu
Microcode Compression Using Structured-Constrained Clustering. Int. J. Parallel Program. 42 (1) (2014)
Gabriel Krisman Bertazi, Anderson Faustino da Silva, Edson Borin
A Hybrid Framework to Accelerate Adaptive Compilation Systems. SBLP (2014)
Rafael Auler, Edson Borin, Peli de Halleux, Michal Moskal, Nikolai Tillmann
Addressing JavaScript JIT Engines Performance Quirks: A Crowdsourced Adaptive Compiler. CC (2014)
Guilherme Piccoli, Henrique Nazaré Santos, Raphael Ernani Rodrigues, Christiane Pousa, Edson Borin, Fernando Magno Quintão Pereira
Compiler support for selective page migration in NUMA architectures. PACT (2014)
Divino Cesar S. Lucas, Rafael Auler, Rafael Dalibera, Sandro Rigo, Edson Borin, Guido Araujo
Modeling virtual machines misprediction overhead. IISWC (2013)
Leonardo Piga, Gabriel F. T. Gomes, Rafael Auler, Bruno Rosa, Sandro Rigo, Edson Borin
Assessing computer performance with stocs. ICPE (2013)
Marcelo Guedes, Rafael Auler, Liana Duenha, Edson Borin, Rodolfo Azevedo
An automatic energy consumption characterization of processors using ArchC. J. Syst. Archit. 59 (8) (2013)
Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
Image Re-ranking Acceleration on GPUs. SBAC-PAD (2013)
Raphael Moreira Zinsly, Sandro Rigo, Edson Borin
Compressing Variable-Length Instruction Traces. WSCAD-SSC (2012)
Marcelo Guedes, Rafael Auler, Edson Borin, Rodolfo Azevedo
An ArchC approach for automatic energy consumption characterization of processors. RSP (2012)
Rafael Auler, Paulo Centoducatte, Edson Borin
ACCGen: An Automatic ArchC Compiler Generator. SBAC-PAD (2012)
Divino Cesar S. Lucas, Guido Araujo, Edson Borin
Exploring Dynamic Program Behavior with Frames and Phases. WSCAD-SSC (2012)
Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres, Edson Borin, Maurício Breternitz Jr.
Efficient Image Re-Ranking Computation on GPUs. ISPA (2012)
Gabriel F. T. Gomes, Edson Borin
A Database for Reproducible Computational Research. WSCAD-SSC (2012)
Edson Borin, Youfeng Wu, Maurício Breternitz Jr., Cheng Wang
LAR-CC: Large atomic regions with conditional commits. CGO (2011)
Youfeng Wu, Shiliang Hu, Edson Borin, Cheng Wang
A HW/SW co-designed heterogeneous multi-core virtual machine for energy-efficient general purpose computing. CGO (2011)
Edson Borin, Guido Araujo, Maurício Breternitz Jr., Youfeng Wu
Structure-Constrained Microcode Compression. SBAC-PAD (2011)
João Paulo Porto, Guido Araujo, Edson Borin, Youfeng Wu
Trace Execution Automata in Dynamic Binary Translation. ISCA Workshops (2010)
Edson Borin, Youfeng Wu, Cheng Wang, Wei Liu, Maurício Breternitz Jr., Shiliang Hu, Esfir Natanzon, Shai Rotem, Roni Rosner
TAO: two-level atomicity for dynamic binary optimizations. CGO (2010)
Edson Borin, Youfeng Wu
Characterization of DBT overhead. IISWC (2009)
Cheng Wang, Youfeng Wu, Edson Borin, Shiliang Hu, Wei Liu, Dave Sager, Tin-fook Ngai, Jesse Fang
Dynamic parallelization of single-threaded binary programs using speculative slicing. ICS (2009)
Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo
Software-Based Transparent and Comprehensive Control-Flow Error Detection. CGO (2006)
Edson Borin, Maurício Breternitz Jr., Youfeng Wu, Guido Araujo
Clustering-Based Microcode Compression. ICCD (2006)
Nahri Moreano, Edson Borin, Cid C. de Souza, Guido Araujo
Efficient datapath merging for partially reconfigurable architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 24 (7) (2005)
Edson Borin, Cheng Wang, Youfeng Wu, Guido Araujo
Dynamic binary control-flow errors detection. SIGARCH Comput. Archit. News 33 (5) (2005)
Edson Borin, Felipe Klein, Nahri Moreano, Rodolfo Azevedo, Guido Araujo
Fast instruction set custornization. ESTIMedia (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Edson Borin