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Michael Guilherme Jordan

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affiliation: Federal University of Rio Grande do Sul, Porto Alegre, Brazil

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2023
[j9]
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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): 241-273 (2023)
[j8]
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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: 102052 (2023)
[j7]
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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: 55-69 (2023)
2022
[j6]
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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): 55-82 (2022)
[j5]
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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): 138-146 (2022)
2021
[j4]
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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): 135-160 (2021)
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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): 1655-1659 (2021)
[j2]
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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): 59:1-59:26 (2021)
2020
[j1]
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Michael Guilherme Jordan, Marcelo Brandalero, Guilherme Meneguzzi Malfatti, Geraldo F. Oliveira, Arthur Francisco Lorenzon, Bruno C. da Silva, Luigi Carro, Mateus B. Rutzig, Antonio Carlos Schneider Beck:
Data clustering for efficient approximate computing. Des. Autom. Embed. Syst. 24(1): 3-22 (2020)

Conference and Workshop Papers

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2024
[c27]
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Julio Costella Vicenzi, Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck:
Exploiting Virtual Layers and Pruning for FPGA-Based Adaptive Traffic Classification. DSD 2024: 194-201
[c26]
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Ian Kersz, Henry Piceni, Michael Guilherme Jordan, José Rodrigo Azambuja, Fernanda Lima Kastensmidt, Antonio Carlos S. Beck:
ADARE: Adaptive Resource Provisioning in Multi-FPGA Edge Environments. SBCCI 2024: 1-5
[c25]
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Julio Costella Vicenzi, Michael Guilherme Jordan, Guilherme Korol, Tiago Knorst, Mateus Beck Rutzig, Antonio Carlos Schneider Beck:
TARA: Enhancing Real-Time Network Traffic Classification with Hardware Virtual Layers. SBCCI 2024: 1-5
2023
[c24]
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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: 137-148
[c23]
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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: 1-6
[c22]
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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: 1-6
[c21]
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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: 1-6
[c20]
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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: 1-6
2022
[c19]
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Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Antonio Carlos Schneider Beck:
AdaFlow: A Framework for Adaptive Dataflow CNN Acceleration on FPGAs. DATE 2022: 244-249
[c18]
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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: 1650-1654
[c17]
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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: 1-6
2021
[c16]
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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: 536-541
[c15]
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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: 147-156
[c14]
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Tiago Knorst, Michael Guilherme Jordan, Arthur Francisco Lorenzon, Mateus Beck Rutzig, Antonio Carlos Schneider Beck:
ETCF - Energy-Aware CPU Thread Throttling and Workload Balancing Framework for CPU-FPGA Collaborative Environments. SBESC 2021: 1-8
[c13]
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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: 1-8
2020
[c12]
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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: 33-39
[c11]
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Tiago Knorst, Julio Costella 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: 1-6
[c10]
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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: 1-6
[c9]
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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: 1-6
2019
[c8]
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Michael Guilherme Jordan, Tiago Knorst, Julio Costella Vicenzi, Mateus Beck Rutzig:
Boosting SIMD Benefits through a Run-time and Energy Efficient DLP Detection. DATE 2019: 722-727
[c7]
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Guilherme Korol, Michael Guilherme Jordan, Marcelo Brandalero, Mateus Beck Rutzig, Antonio Carlos Schneider Beck:
Power-Aware Phase Oriented Reconfigurable Architecture. ICECS 2019: 626-629
[c6]
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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: 1-8
[c5]
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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: 1-8
2018
[c4]
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Rafael Fão de Moura, Michael Guilherme Jordan, Antonio Carlos Schneider Beck, Mateus Beck Rutzig:
Exploiting Partial Reconfiguration on a Dynamic Coarse Grained Reconfigurable Architecture. ARC 2018: 355-366
[c3]
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Michael Guilherme Jordan, Tiago Knorst, Mateus Beck Rutzig:
Improving Software Productivity and Performance Through a Transparent SIMD Execution. SBCCI 2018: 1-6
[c2]
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Michael Guilherme Jordan, Tiago Knorst, Julio Costella Vicenzi, Mateus Beck Rutzig:
Runtime Vectorization of Conditional Code and Dynamic Range Loops to ARM NEON Engine. SBESC 2018: 67-74
2017
[c1]
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Josimar Sfreddo, Rafael Fao de Moura, Michael Guilherme Jordan, Jeckson Dellagostin Souza, Antonio Carlos Schneider Beck, Mateus Beck Rutzig:
A framework to automatically generate heterogeneous organization reconfigurable multiprocessing. ISCAS 2017: 1-4

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