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Embedded Computer Systems: Architectures, Modeling, and Simulation

21st International Conference, SAMOS 2021, Virtual Event, July 4–8, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Alex Orailoglu

    1. University of California, San Diego, La Jolla, USA

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  2. Matthias Jung

    1. Fraunhofer IESE, Kaiserslautern, Germany

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    You can also search for this editor in PubMed   Google Scholar

  3. Marc Reichenbach

    1. Brandenburg University of Technology, Cottbus, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13227)

Included in the following conference series:

Conference proceedings info: SAMOS 2021.

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About this book

This book constitutes the proceedings of the 21st International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2021, which took place in July 2021. Due to COVID-19 pandemic the conference was held virtually.

The 17 full papers presented in this volume were carefully reviewed and selected from 45 submissions. The papers are organized in topics as follows: simulation and design space exploration; the 3Cs - Cache, Cluster and Cloud; heterogeneous SoC; novel CPU architectures and applications; dataflow; innovative architectures and tools for security; next generation computing; insights from negative results.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xvii
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  2. Simulation and Design Space Exploration

    1. Front Matter

      Pages 1-1
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    2. Accurate LLVM IR to Binary CFGs Mapping for Simulation of Optimized Embedded Software

      • Alessandro Cornaglia, Alexander Viehl, Oliver Bringmann
      Pages 3-15

    3. RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors

      • Matteo Perotti, Giuseppe Tagliavini, Stefan Mach, Luca Bertaccini, Luca Benini
      Pages 16-32

    4. Exploiting Similarity in Evolutionary Product Design for Improved Design Space Exploration

      • Luise Müller, Kai Neubauer, Christian Haubelt
      Pages 33-49

    5. Automatic Search-Space Compression in System-Level Design Space Exploration Using Deep Generative Models

      • Valentina Richthammer, Michael Glaß
      Pages 50-61

  3. The 3Cs - Cache, Cluster and Cloud

    1. Front Matter

      Pages 63-63
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    2. A Case for Partial Co-allocation Constraints in Compressed Caches

      • Daniel Rodrigues Carvalho, André Seznec
      Pages 65-77

    3. PoCL-R: A Scalable Low Latency Distributed OpenCL Runtime

      • Jan Solanti, Michal Babej, Julius Ikkala, Vinod Kumar Malamal Vadakital, Pekka Jääskeläinen
      Pages 78-94

    4. An Analytical Model for Loop Tiling Transformation

      • Vasilios Kelefouras, Karim Djemame, Georgios Keramidas, Nikolaos Voros
      Pages 95-107

    5. Interference-Aware Workload Placement for Improving Latency Distribution of Converged HPC/Big Data Cloud Infrastructures

      • Achilleas Tzenetopoulos, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris
      Pages 108-123

  4. Heterogeneous SoC

    1. Front Matter

      Pages 125-125
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    2. Energy-Efficient and High-Throughput CNN Inference on Embedded CPUs-GPUs MPSoCs

      • Erqian Tang, Svetlana Minakova, Todor Stefanov
      Pages 127-143

    3. Evaluating System Identification Methods for Predicting Thermal Dissipation of Heterogeneous SoCs

      • Joel Öhrling, Sébastien Lafond, Dragos Truscan
      Pages 144-160

    4. Embeddings of Task Mappings to Multicore Systems

      • Andrés Goens, Jeronimo Castrillon
      Pages 161-176

  5. Novel CPU Architectures and Applications

    1. Front Matter

      Pages 177-177
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    2. RT-LIFE: Portable RISC-V Interface for Real-Time Lightweight Security Enforcement

      • Christoph Spang, Florian Meisel, Andreas Koch
      Pages 179-194

    3. Phase-Aware CPU Workload Forecasting

      • Erika S. Alcorta, Pranav Rama, Aswin Ramachandran, Andreas Gerstlauer
      Pages 195-209

    4. WhiskEras 2.0: Fast and Accurate Whisker Tracking in Rodents

      • Petros Arvanitis, Jan-Harm L. F. Betting, Laurens W. J. Bosman, Zaid Al-Ars, Christos Strydis
      Pages 210-225

  6. Dataflow

    1. Front Matter

      Pages 227-227
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Other volumes

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

Editors and Affiliations

  • University of California, San Diego, La Jolla, USA

    Alex Orailoglu

  • Fraunhofer IESE, Kaiserslautern, Germany

    Matthias Jung

  • Brandenburg University of Technology, Cottbus, Germany

    Marc Reichenbach

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