Login / Signup
Guilherme Korol
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 31
Top Topics
Level Parallelism
Reconfigurable Architecture
Data Migration
Design Space Exploration
Top Venues
SBCCI
ISVLSI
Des. Autom. Embed. Syst.
ICECS
</>
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)