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Applied Reconfigurable Computing. Architectures, Tools, and Applications

20th International Symposium, ARC 2024, Aveiro, Portugal, March 20–22, 2024, Proceedings

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Iouliia Skliarova

    1. University of Aveiro, Aveiro, Portugal

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  2. Piedad Brox Jiménez

    1. University of Seville, Sevilla, Spain

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  3. Mário Véstias

    1. Instituto Superior de Engenharia de Lisb, Lisbon, Portugal

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  4. Pedro C. Diniz

    1. University of Porto, Porto, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14553)

Included in the following conference series:

Conference proceedings info: ARC 2024.

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Table of contents (21 papers)

  1. Front Matter

    Pages i-xiii
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  2. Applications

    1. Front Matter

      Pages 1-1
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    2. SNN vs. CNN Implementations on FPGAs: An Empirical Evaluation

      • Patrick Plagwitz, Frank Hannig, Jürgen Teich, Oliver Keszocze
      Pages 3-18

    3. Open-Source SpMV Multiplication Hardware Accelerator for FPGA-Based HPC Systems

      • Panagiotis Mpakos, Ioanna Tasou, Chloe Alverti, Panagiotis Miliadis, Pavlos Malakonakis, Dimitris Theodoropoulos et al.
      Pages 19-32

    4. Deep Quantization of Graph Neural Networks with Run-Time Hardware-Aware Training

      • Olle Hansson, Mahdieh Grailoo, Oscar Gustafsson, Jose Nunez-Yanez
      Pages 33-47

    5. Reconfigurable Edge Hardware for Intelligent IDS: Systematic Approach

      • Wadid Foudhaili, Anouar Nechi, Celine Thermann, Mohammad Al Johmani, Rainer Buchty, Mladen Berekovic et al.
      Pages 48-62

    6. Bridging the Gap in ECG Classification: Integrating Self-supervised Learning with Human-in-the-Loop Amid Medical Equipment Hardware Constraints

      • Guilherme Silva, Pedro Silva, Gladston Moreira, Eduardo Luz
      Pages 63-74

    7. Enabling FPGA and AI Engine Tasks in the HPX Programming Framework for Heterogeneous High-Performance Computing

      • Torben Kalkhof, Carsten Heinz, Andreas Koch
      Pages 75-89

    8. LiDAR 3D Object Detection in FPGA with Low Bitwidth Quantization

      • Henrique Brum, Mário Véstias, Horácio Neto
      Pages 90-105

    9. Cryptographic Security Through a Hardware Root of Trust

      • Luis F. Rojas-Muñoz, Santiago Sánchez-Solano, Macarena C. Martínez-Rodríguez, Eros Camacho-Ruiz, Pablo Navarro-Torrero, Apurba Karmakar et al.
      Pages 106-119

    10. Analysis of Clock Tree Buffer Degradation Caused by Radiation

      • Minoru Watanabe
      Pages 120-133

    11. NEUROSEC: FPGA-Based Neuromorphic Audio Security

      • Murat Isik, Hiruna Vishwamith, Yusuf Sur, Kayode Inadagbo, I. Can Dikmen
      Pages 134-147

  3. Design Methods and Tools

    1. Front Matter

      Pages 149-149
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    2. Secure eFPGA Configuration: A System-Level Approach

      • Allen Boston, Roman Gauchi, Pierre-Emmanuel Gaillardon
      Pages 151-165

    3. Graphtoy: Fast Software Simulation of Applications for AMD’s AI Engines

      • Jonathan Strobl, Leonardo Solis-Vasquez, Yannick Lavan, Andreas Koch
      Pages 166-180

    4. A DSL and MLIR Dialect for Streaming and Vectorisation

      • Manuel Cerqueira da Silva, Luís Sousa, Nuno Paulino, João Bispo
      Pages 181-190

  4. Applications and Architectures

    1. Front Matter

      Pages 191-191
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    2. Analysis of Process Variation Within Clock Regions of AMD-Xilinx UltraScale+ Devices

      • Bardia Babaei, Dirk Koch
      Pages 193-209

    3. High Performance Connected Components Accelerator for Image Processing in the Edge

      • José L. Mira, Jesús Barba, Julián Caba, José A. de la Torre, Fernando Rincón, Soledad Escolar et al.
      Pages 210-221

    4. Spectral-Blaze: A High-Performance FFT-Based CNN Accelerator

      • Shine Parekkadan Sunny, Satyajit Das
      Pages 222-238
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  1. Applied Reconfigurable Computing. Architectures, Tools, and Applications

Keywords

About this book

This LNCS conference volume constitutes the proceedings of the 20th International Symposium, ARC 2024, in Aveiro, Portugal, in March 2024. The 16 full papers together with 5 papers from the technical program included in this volume were carefully reviewed and selected from 24 submissions.

The conference focuses on the application and development of reconfigurable computing techniques, fault-tolerance, data, and graph processing acceleration to computer security.


Editors and Affiliations

  • University of Aveiro, Aveiro, Portugal

    Iouliia Skliarova

  • University of Seville, Sevilla, Spain

    Piedad Brox Jiménez

  • Instituto Superior de Engenharia de Lisb, Lisbon, Portugal

    Mário Véstias

  • University of Porto, Porto, Portugal

    Pedro C. Diniz

Bibliographic Information

  • Book Title: Applied Reconfigurable Computing. Architectures, Tools, and Applications

  • Book Subtitle: 20th International Symposium, ARC 2024, Aveiro, Portugal, March 20–22, 2024, Proceedings

  • Editors: Iouliia Skliarova, Piedad Brox Jiménez, Mário Véstias, Pedro C. Diniz

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-55673-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Softcover ISBN: 978-3-031-55672-2Published: 12 March 2024

  • eBook ISBN: 978-3-031-55673-9Published: 11 March 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIII, 304

  • Number of Illustrations: 18 b/w illustrations, 103 illustrations in colour

  • Topics: Computer Hardware, Computer Systems Organization and Communication Networks, Software Engineering/Programming and Operating Systems

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