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Guilherme Korol

Observed names: Korol, Guilherme, Korol, Guilherme Dos Santos
Institution: NXP (Germany)
ORCID: 0000-0002-9882-5072
Observed ORCID: 0000-0002-9882-5072
OpenAlex ID: A5037343437
AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs
2022 · Guilherme Korol, Michael Guilherme Jordan, et al. · Design, Automation, and Test in Europe · 21
Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs
2023 · Guilherme Korol, Michael Guilherme Jordan, et al. · Design, Automation, and Test in Europe · 20
Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments
2021 · Michael Guilherme Jordan, Guilherme Korol, et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 19
Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge
2021 · Guilherme Korol, Michael Guilherme Jordan, et al. · ACM Transactions on Embedded Computing Systems · 18
Energy-aware fully-adaptive resource provisioning in collaborative CPU-FPGA cloud environments
2023 · Michael Guilherme Jordan, Guilherme Korol, et al. · Journal of Parallel and Distributed Computing · 14
IoT-Edge Splitting With Pruned Early-Exit CNNs for Adaptive Inference
2025 · Guilherme Korol, Antonio Carlos Schneider Beck · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 11
Design Space Exploration for CNN Offloading to FPGAs at the Edge
2023 · Guilherme Korol, Michael Guilherme Jordan, et al. · IEEE Computer Society Annual Symposium on VLSI · 9
Dynamic concurrency throttling on NUMA systems and data migration impacts
2020 · Janaina Schwarzrock, Michael Guilherme Jordan, et al. · Design Automation for Embedded Systems · 9
MUTECO: A Framework for Collaborative Allocation in CPU-FPGA Multi-tenant Environments
2021 · Michael Guilherme Jordan, Guilherme Korol, et al. · Symposium on Integrated Circuits and Systems Design · 8
Image Classification CNNs using the FINN Engine for SRAM-based APSoC in Satellite Applications
2024 · Arthur F. Ely, Fabio Benevenuti, et al. · Symposium on Integrated Circuits and Systems Design · 7
MCEA: A Resource-Aware Multicore CGRA Architecture for the Edge
2020 · Guilherme Korol, Michael Guilherme Jordan, et al. · International Conference on Field Programmable Logic and Applications (FPL) · 6
ConfAx: Exploiting Approximate Computing for Configurable FPGA CNN Acceleration at the Edge
2022 · Guilherme Korol, Michael Guilherme Jordan, et al. · IEEE International Symposium on Circuits and Systems proceedings · 5
Exploiting HLS-Generated Multi-Version Kernels to Improve CPU-FPGA Cloud Systems
2021 · Bernardo Neuhaus Lignati, Michael Guilherme Jordan, et al. · Asia and South Pacific Design Automation Conference (ASP-DAC) · 5
A FPGA parameterizable multi-layer architecture for CNNs
2019 · Guilherme Korol, Fernando Gehm Moraes · Symposium on Integrated Circuits and Systems Design · 4
Architectural exploration of Last-Level Caches targeting homogeneous multicore systems
2016 · Rodrigo Cataldo, Guilherme Korol, et al. · Symposium on Integrated Circuits and Systems Design · 4
Resource Provisioning for CPU-FPGA Environments with Adaptive HLS-Versioning and DVFS
2023 · Michael Guilherme Jordan, Guilherme Korol, et al. · IEEE Computer Society Annual Symposium on VLSI · 3
Firefly: An Open-source Rocket-based Intermittent Framework
2020 · Hiago Rocha, Guilherme Korol, et al. · Symposium on Integrated Circuits and Systems Design · 3
On the influence of Data Migration in Dynamic Thread Management of Parallel Applications
2019 · Janaina Schwarzrock, Michael Guilherme Jordan, et al. · Brazilian Symposium on Computing System Engineering (SBESC) · 3
Adaptive Model Switching for Dynamic Inference Serving in the IoT-edge-cloud Continuum
2025 · Tiago Knorst, Michael G. Jordan, et al. · Brazilian Symposium on Computing System Engineering (SBESC) · 2
Heterogeneity-Aware Offloading for the IoT-Edge-Cloud Continuum
2025 · Tiago Knorst, Guilherme Korol, et al. · IEEE Latin American Symposium on Circuits and Systems (LASCAS) · 2
Enhancing Graph Execution for Performance and Energy Efficiency on NUMA Machines
2024 · Hiago Mayk G. de A. Rocha, Marcelo K. Moori, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
Adaptive and Offloaded CNNs for IoT-Edge FPGAs
2024 · Guilherme Korol, Hiago Mayk G. de A. Rocha, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
Harnessing the Effects of Process Variability to Mitigate Aging in Cloud Servers
2023 · Arthur F. Lorenzon, Guilherme Korol, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
Dynamic Offloading for Improved Performance and Energy Efficiency in Heterogeneous IoT-Edge-Cloud Continuum
2023 · Julio Costella Vicenzi, Guilherme Korol, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
Adaptive Inference for FPGA-Based 5G Automatic Modulation Classification
2023 · Daniel de Oliveira Rubiano, Guilherme Korol, et al. · Lecture notes in computer science · 2
Works count: 50
Citation count: 200
H-index: 8
I10-index: 6
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