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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

  2. Matthias Jung

    1. Fraunhofer IESE, Kaiserslautern, Germany

  3. Marc Reichenbach

    1. Brandenburg University of Technology, Cottbus, Germany

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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