Concepedia

Guilherme Korol

GK

5

Publications

73

Citations

5

H-Index

2021

Active since

Affiliations

Universidade Federal do Rio Grande do Sul(Current)

Universidade Federal de Santa Maria

Guilherme Korol is an author at Universidade Federal do Rio Grande do Sul specializing in computer engineering, engineering, and edge computing.

Top concepts

EngineeringEdge ComputingComputer ScienceComputer EngineeringComputer ArchitectureDeep LearningCloud ComputingEmbedded SystemsHardware SystemsMachine Learning

Publications per year

2021–2023

5

Publications

5

Resource-Aware Collaborative Allocation for CPU-FPGA Cloud Environments

Michael Guilherme Jordan, Guilherme Korol, Mateus Beck Rutzig et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2021 · 18 citations

Cluster Computing, Heterogeneous Computing, Engineering +17

AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 17 citations

Synergistically Exploiting CNN Pruning and HLS Versioning for Adaptive Inference on Multi-FPGAs at the Edge

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig et al. · ACM Transactions on Embedded Computing Systems · 2021 · 15 citations

Engineering, Machine Learning, Original Convolutional Accelerators +21

Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig et al. · 2023 · 12 citations

Energy-aware fully-adaptive resource provisioning in collaborative CPU-FPGA cloud environments

Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst et al. · Journal of Parallel and Distributed Computing · 2023 · 11 citations

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