Guilherme Korol

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 31

Top Topics

Level Parallelism

Reconfigurable Architecture

Design Space Exploration

Top Venues

Des. Autom. Embed. Syst.

Publications

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jerónimo Castrillón, Antonio Carlos Schneider Beck
Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. DATE (2023)
Julio Costella Vicenzi, Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck Filho
Adaptive Inference on Reconfigurable SmartNICs for Traffic Classification. AINA (2) (2023)
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jerónimo Castrillón, Antonio Carlos Schneider Beck
Design Space Exploration for CNN Offloading to FPGAs at the Edge. ISVLSI (2023)
Daniel de Oliveira Rubiano, Guilherme Korol, Antonio Carlos Schneider Beck
Adaptive Inference for FPGA-Based 5G Automatic Modulation Classification. DASIP (2023)
Arthur Francisco Lorenzon, Guilherme Korol, Marcelo Brandalero, Antonio Carlos Schneider Beck
Harnessing the Effects of Process Variability to Mitigate Aging in Cloud Servers. ISVLSI (2023)
Julio Costella Vicenzi, Guilherme Korol, Michael Guilherme Jordan, Wagner Ourique de Morais, Hazem Ali, Edison Pignaton de Freitas, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Dynamic Offloading for Improved Performance and Energy Efficiency in Heterogeneous IoT-Edge-Cloud Continuum. ISVLSI (2023)
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Resource Provisioning for CPU-FPGA Environments with Adaptive HLS-Versioning and DVFS. ISVLSI (2023)
Michael Guilherme Jordan, Julio Costella Vicenzi, Tiago Knorst, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
Multiprovision: a Design Space Exploration tool for multi-tenant resource provisioning in CPU-GPU environments. Des. Autom. Embed. Syst. 27 (4) (2023)
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Energy-aware fully-adaptive resource provisioning in collaborative CPU-FPGA cloud environments. J. Parallel Distributed Comput. 176 (2023)
Michael Guilherme Jordan, Bernardo Neuhaus Lignati, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
MVSym: Efficient symbiotic exploitation of HLS-kernel multi-versioning for collaborative CPU-FPGA cloud systems. Integr. 93 (2023)
Tiago Knorst, Julio Costella Vicenzi, Michael Guilherme Jordan, Jonathan Homercher de Almeida, Guilherme Korol, Antonio C. S. Beck, Mateus B. Rutzig
An energy efficient multi-target binary translator for instruction and data level parallelism exploitation. Des. Autom. Embed. Syst. 26 (1) (2022)
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs. DATE (2022)
Tiago Knorst, Guilherme Korol, Michael Guilherme Jordan, Julio Costella Vicenzi, Arthur Francisco Lorenzon, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
On the benefits of Collaborative Thread Throttling and HLS-Versioning in CPU-FPGA Environments. SBCCI (2022)
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
ConfAx: Exploiting Approximate Computing for Configurable FPGA CNN Acceleration at the Edge. ISCAS (2022)
Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
ERIN: Energy-Aware Resource-Provisioning Framework for CPU-FPGA Multitenant Environment. IEEE Des. Test 39 (6) (2022)
Bernardo Neuhaus Lignati, Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Exploiting HLS-Generated Multi-Version Kernels to Improve CPU-FPGA Cloud Systems. ASP-DAC (2021)
Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge. ACM Trans. Embed. Comput. Syst. 20 (5s) (2021)
Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
FAIR: Fully-Adaptive Framework for Improving Resource Provisioning in Collaborative CPU-FPGA Cloud Environments. SBAC-PAD (2021)
Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Janaina Schwarzrock, Michael Guilherme Jordan, Guilherme Korol, Charles Cardoso De Oliveira, Arthur Francisco Lorenzon, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Dynamic concurrency throttling on NUMA systems and data migration impacts. Des. Autom. Embed. Syst. 25 (2) (2021)
Julio Costella Vicenzi, Tiago Knorst, Michael Guilherme Jordan, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
TRIPP: Transparent Resource Provisioning for Multi-Tenant CPU-GPU based Cloud Environments. SBESC (2021)
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)
Tiago Knorst, Julio Vicenzi, Michael Guilherme Jordan, Jonathan Homercher de Almeida, Guilherme Korol, Antonio Carlos Schneider Beck, Mateus Beck Rutzig
Unlocking the Full Potential of Heterogeneous Accelerators by Using a Hybrid Multi-Target Binary Translator. SBCCI (2020)
Raul Silveira Silva, Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Monica Magalhães Pereira, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
A Management Technique for Concurrent Access to a Reconfigurable Accelerator. SBCCI (2020)
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Michael Hübner, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
MCEA: A Resource-Aware Multicore CGRA Architecture for the Edge. FPL (2020)
Guilherme Korol, Michael Guilherme Jordan, Raul Silveira Silva, Monica Magalhães Pereira, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
A Runtime Power-Aware Phase Predictor for CGRAs. ReConFig (2019)
Guilherme Korol, Fernando Gehm Moraes
A FPGA parameterizable multi-layer architecture for CNNs. SBCCI (2019)
Janaina Schwarzrock, Michael Guilherme Jordan, Guilherme Korol, Charles Cardoso De Oliveira, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
On the influence of Data Migration in Dynamic Thread Management of Parallel Applications. SBESC (2019)
Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck
Power-Aware Phase Oriented Reconfigurable Architecture. ICECS (2019)
Rodrigo Cataldo, Guilherme Korol, Ramon Fernandes, Debora Matos, César A. M. Marcon
Architectural exploration of Last-Level Caches targeting homogeneous multicore systems. SBCCI (2016)
Rodrigo Cataldo, Guilherme Korol, Ramon Fernandes, Gustavo Sanchez, Debora Matos, César A. M. Marcon
Evaluation of emerging TSV-enabled main memories on the PARSEC benchmark. ICECS (2016)