Guilherme Korol

44 papers A 2B 1C 3Journal 11Unranked 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
Compiler-Assisted Speculative Sampling for Accelerated LLM Inference on Heterogeneous Edge Devices.
CoRR
Alejandro Ruiz y Mesa, Guilherme Korol, Moritz Riesterer, João Paulo Cardoso de Lima, Jerónimo Castrillón
2025 — conf
Adaptive Model Switching for Dynamic Inference Serving in the IoT-edge-cloud Continuum.
SBESC
Tiago Knorst, Michael G. Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2025 — conf
Exploring Hardware Alternatives for Smart Agriculture on the Edge.
LASCAS
Marcello A. Aires, Fabio Benevenuti, Guilherme Korol, José Rodrigo Furlanetto Azambuja, Fernanda L. Kastensmidt, Edison P. de Freitas, Antonio Carlos S. Beck
2025 — conf
Heterogeneity-Aware Offloading for the IoT-Edge-Cloud Continuum.
LASCAS
Tiago Knorst, Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2025 J jnl
IoT-Edge Splitting With Pruned Early-Exit CNNs for Adaptive Inference.
IEEE Trans. Very Large Scale Integr. Syst.
Guilherme Korol, Antonio Carlos Schneider Beck
2025 J jnl
Leveraging Stochastic Depth Training for Adaptive Inference.
CoRR
Guilherme Korol, Antonio Carlos Schneider Beck, Jerónimo Castrillón
2024 — conf
Adaptive and Offloaded CNNs for IoT-Edge FPGAs.
ISVLSI
Guilherme Korol, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck
2024 — conf
An Automatic Framework for Collaborative CPU Thread Throttling and FPGA HLS-Versioning.
SBESC
Tiago Knorst, Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2024 — conf
Enhancing Graph Execution for Performance and Energy Efficiency on NUMA Machines.
ISVLSI
Hiago Mayk G. de A. Rocha, Marcelo K. Moori, Guilherme Korol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2024 C conf
Exploiting Virtual Layers and Pruning for FPGA-Based Adaptive Traffic Classification.
DSD
Julio Costella Vicenzi, Guilherme Korol, Michael G. Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2024 — conf
Image Classification CNNs using the FINN Engine for SRAM-based APSoC in Satellite Applications.
SBCCI
Arthur F. Ely, Fabio Benevenuti, Guilherme Korol, Antonio Carlos S. Beck, José Rodrigo Azambuja, Fernanda Lima Kastensmidt
2024 — conf
Leveraging the MLIR Infrastructure for the Computing Continuum.
CPS Summer School, PhD Workshop
Jiahong Bi, Guilherme Korol, Jerónimo Castrillón
2024 — conf
TARA: Enhancing Real-Time Network Traffic Classification with Hardware Virtual Layers.
SBCCI
Julio Costella Vicenzi, Michael G. Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2023 — conf
Adaptive Inference for FPGA-Based 5G Automatic Modulation Classification.
DASIP
Daniel de Oliveira Rubiano, Guilherme Korol, Antonio Carlos Schneider Beck
2023 — conf
Adaptive Inference on Reconfigurable SmartNICs for Traffic Classification.
AINA (2)
Julio Costella Vicenzi, Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck Filho
2023 — conf
Design Space Exploration for CNN Offloading to FPGAs at the Edge.
ISVLSI
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jerónimo Castrillón, Antonio Carlos Schneider Beck
2023 — conf
Dynamic Offloading for Improved Performance and Energy Efficiency in Heterogeneous IoT-Edge-Cloud Continuum.
ISVLSI
Julio Costella Vicenzi, Guilherme Korol, Michael G. Jordan, Wagner Ourique de Morais, Hazem Ismail Ali, Edison Pignaton de Freitas, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2023 J jnl
Energy-aware fully-adaptive resource provisioning in collaborative CPU-FPGA cloud environments.
J. Parallel Distributed Comput.
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2023 — conf
Harnessing the Effects of Process Variability to Mitigate Aging in Cloud Servers.
ISVLSI
Arthur Francisco Lorenzon, Guilherme Korol, Marcelo Brandalero, Antonio Carlos Schneider Beck
2023 J jnl
MVSym: Efficient symbiotic exploitation of HLS-kernel multi-versioning for collaborative CPU-FPGA cloud systems.
Integr.
Michael Guilherme Jordan, Bernardo Neuhaus Lignati, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2023 J jnl
Multiprovision: a Design Space Exploration tool for multi-tenant resource provisioning in CPU-GPU environments.
Des. Autom. Embed. Syst.
Michael G. Jordan, Julio Costella Vicenzi, Tiago Knorst, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
2023 A conf
Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs.
DATE
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jerónimo Castrillón, Antonio Carlos Schneider Beck
2023 — conf
Resource Provisioning for CPU-FPGA Environments with Adaptive HLS-Versioning and DVFS.
ISVLSI
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2022 A conf
AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs.
DATE
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2022 J jnl
An energy efficient multi-target binary translator for instruction and data level parallelism exploitation.
Des. Autom. Embed. Syst.
Tiago Knorst, Julio Costella Vicenzi, Michael G. Jordan, Jonathan Homercher de Almeida, Guilherme Korol, Antonio C. S. Beck, Mateus B. Rutzig
2022 C conf
ConfAx: Exploiting Approximate Computing for Configurable FPGA CNN Acceleration at the Edge.
ISCAS
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2022 J jnl
ERIN: Energy-Aware Resource-Provisioning Framework for CPU-FPGA Multitenant Environment.
IEEE Des. Test
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2022 — conf
On the benefits of Collaborative Thread Throttling and HLS-Versioning in CPU-FPGA Environments.
SBCCI
Tiago Knorst, Guilherme Korol, Michael Guilherme Jordan, Julio Costella Vicenzi, Arthur Francisco Lorenzon, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 J jnl
Dynamic concurrency throttling on NUMA systems and data migration impacts.
Des. Autom. Embed. Syst.
Janaina Schwarzrock, Michael Guilherme Jordan, Guilherme Korol, Charles Cardoso De Oliveira, Arthur Francisco Lorenzon, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 — conf
Exploiting HLS-Generated Multi-Version Kernels to Improve CPU-FPGA Cloud Systems.
ASP-DAC
Bernardo Neuhaus Lignati, Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 C conf
FAIR: Fully-Adaptive Framework for Improving Resource Provisioning in Collaborative CPU-FPGA Cloud Environments.
SBAC-PAD
Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 J jnl
Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments.
IEEE Trans. Circuits Syst. II Express Briefs
Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 J jnl
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge.
ACM Trans. Embed. Comput. Syst.
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2021 — conf
TRIPP: Transparent Resource Provisioning for Multi-Tenant CPU-GPU based Cloud Environments.
SBESC
Julio Costella Vicenzi, Tiago Knorst, Michael G. Jordan, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
2020 — conf
A Management Technique for Concurrent Access to a Reconfigurable Accelerator.
SBCCI
Raul Silveira Silva, Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Monica Magalhães Pereira, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2020 — conf
Firefly: An Open-source Rocket-based Intermittent Framework.
SBCCI
Hiago Rocha, Guilherme Korol, Michael G. Jordan, Arthur M. Krause, Ronaldo Silveira, Caio Vieira, Philippe O. A. Navaux, Gabriel L. Nazar, Luigi Carro, Antonio Carlos Schneider Beck
2020 B conf
MCEA: A Resource-Aware Multicore CGRA Architecture for the Edge.
FPL
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2020 — conf
Unlocking the Full Potential of Heterogeneous Accelerators by Using a Hybrid Multi-Target Binary Translator.
SBCCI
Tiago Knorst, Julio Costella Vicenzi, Michael Guilherme Jordan, Jonathan Homercher de Almeida, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
2019 — conf
A FPGA parameterizable multi-layer architecture for CNNs.
SBCCI
Guilherme Korol, Fernando Gehm Moraes
2019 — conf
A Runtime Power-Aware Phase Predictor for CGRAs.
ReConFig
Guilherme Korol, Michael Guilherme Jordan, Raul Silveira Silva, Monica Magalhães Pereira, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2019 — conf
On the influence of Data Migration in Dynamic Thread Management of Parallel Applications.
SBESC
Janaina Schwarzrock, Michael Guilherme Jordan, Guilherme Korol, Charles Cardoso De Oliveira, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2019 — conf
Power-Aware Phase Oriented Reconfigurable Architecture.
ICECS
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
2016 — conf
Architectural exploration of Last-Level Caches targeting homogeneous multicore systems.
SBCCI
Rodrigo Cataldo, Guilherme Korol, Ramon Fernandes, Debora Matos, César A. M. Marcon
2016 — conf
Evaluation of emerging TSV-enabled main memories on the PARSEC benchmark.
ICECS
Rodrigo Cataldo, Guilherme Korol, Ramon Fernandes, Gustavo Sanchez, Debora Matos, César A. M. Marcon