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Embedded Computer Systems: Architectures, Modeling, and Simulation

19th International Conference, SAMOS 2019, Samos, Greece, July 7–11, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Dionisios N. Pnevmatikatos

    1. Technical University of Crete and ICS - FORTH, Chania, Greece

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  2. Maxime Pelcat

    1. INSA Rennes, Rennes Cedex 7, France

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  3. Matthias Jung

    1. Fraunhofer IESE, Kaiserslautern, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11733)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: SAMOS 2019.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xvi
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  2. System Design Space Exploration

    1. Front Matter

      Pages 1-1
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    2. Evaluation of Different Processor Architecture Organizations for On-site Electronics in Harsh Environments

      • Sven Gesper, Moritz Weißbrich, Stephan Nolting, Tobias Stuckenberg, Pekka Jääskeläinen, Holger Blume et al.
      Pages 3-17

    3. CoD: Coherence-on-Demand – Runtime Adaptable Working Set Coherence for DSM-Based Manycore Architectures

      • Akshay Srivatsa, Sven Rheindt, Dirk Gabriel, Thomas Wild, Andreas Herkersdorf
      Pages 18-33

    4. RRAMSpec: A Design Space Exploration Framework for High Density Resistive RAM

      • Deepak M. Mathew, André Lucas Chinazzo, Christian Weis, Matthias Jung, Bastien Giraud, Pascal Vivet et al.
      Pages 34-47

  3. Deep Learning Optimization

    1. Front Matter

      Pages 49-49
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    2. Efficient Dynamic Device Placement for Deep Neural Network Training on Heterogeneous Systems

      • Zi Xuan Huang, Shen Yu Fu, Wei Chung Hsu
      Pages 51-64

    3. Skipping CNN Convolutions Through Efficient Memoization

      • Rafael Fão de Moura, Paulo C. Santos, João Paulo C. de Lima, Marco A. Z. Alves, Antonio C. S. Beck, Luigi Carro
      Pages 65-76

    4. Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices

      • Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
      Pages 77-90

  4. System Security

    1. Front Matter

      Pages 91-91
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    2. A Latency-Optimized Hash-Based Digital Signature Accelerator for the Tactile Internet

      • Friedrich Pauls, Robert Wittig, Gerhard Fettweis
      Pages 93-106

    3. Fault Sensitivity Analysis of Lattice-Based Post-Quantum Cryptographic Components

      • Felipe Valencia, Ilia Polian, Francesco Regazzoni
      Pages 107-123

  5. Multi/Many-core Scheduling

    1. Front Matter

      Pages 125-125
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    2. Scalable Optimal Greedy Scheduler for Asymmetric Multi-/Many-Core Processors

      • Vanchinathan Venkataramani, Anuj Pathania, Tulika Mitra
      Pages 127-141

    3. Platform-Agnostic Learning-Based Scheduling

      • Andreas Prodromou, Ashish Venkat, Dean M. Tullsen
      Pages 142-154

  6. System Energy and Heat Management

    1. Front Matter

      Pages 155-155
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    2. Using Frame Similarity for Low Energy Software-Only IoT Video Recognition

      • Larissa Rozales Gonçalves, Lucas Klein Draghetti, Paolo Rech, Luigi Carro
      Pages 157-168

    3. Design and Optimization of an ARM Cortex-M Based SoC for TCP/IP Communication in High Temperature Applications

      • T. Stuckenberg, M. Gottschlich, S. Nolting, H. Blume
      Pages 169-183

    4. An Open-Hardware Platform for MPSoC Thermal Modeling

      • Federico Terraneo, Alberto Leva, William Fornaciari
      Pages 184-196

  7. Many-core Communication

    1. Front Matter

      Pages 197-197
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Other volumes

  1. Embedded Computer Systems: Architectures, Modeling, and Simulation

Keywords

About this book

This book constitutes the refereed proceedings of the 19th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2019, held in Pythagorion, Samos, Greece, in July 2019.
The 21 regular papers presented were carefully reviewed and selected from 55 submissions. The papers are organized in topical sections on system design space exploration; deep learning optimization; system security; multi/many-core scheduling; system energy and heat management; many-core communication; and electronic system-level design and verification. In addition there are 13 papers from three special sessions which were organized on topics of current interest: insights from negative results; machine learning implementations; and European projects.

Editors and Affiliations

  • Technical University of Crete and ICS - FORTH, Chania, Greece

    Dionisios N. Pnevmatikatos

  • INSA Rennes, Rennes Cedex 7, France

    Maxime Pelcat

  • Fraunhofer IESE, Kaiserslautern, Germany

    Matthias Jung

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