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Parallel and Distributed Computing, Applications and Technologies

23rd International Conference, PDCAT 2022, Sendai, Japan, December 7–9, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Hiroyuki Takizawa

    1. Tohoku University, Aoba-ku, Japan

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  2. Hong Shen

    1. Sun Yat-sen University, Guangzhou, China

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  3. Toshihiro Hanawa

    1. The University of Tokyo, Tokyo, Japan

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  4. Jong Hyuk Park

    1. Seoul National University of Science and Technology, Seoul, Korea (Republic of)

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  5. Hui Tian

    1. Griffith University, Queensland, Australia

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  6. Ryusuke Egawa

    1. Tokyo Denki University, Tokyo, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13798)

Included in the following conference series:

Conference proceedings info: PDCAT 2022.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xv
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  2. Heterogeneous System (1)

    1. Front Matter

      Pages 1-1
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    2. Towards Priority-Flexible Task Mapping for Heterogeneous Multi-core NUMA Systems

      • Yifan Jin, Mulya Agung, Keichi Takahashi, Yoichi Shimomura, Hiroyuki Takizawa
      Pages 3-15

    3. Multi-GPU Scaling of a Conservative Weakly Compressible Solver for Large-Scale Two-Phase Flow Simulation

      • Kai Yang, Takayuki Aoki
      Pages 16-27

    4. Improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor

      • Qingyang Zhang, Lei Xu, Rongliang Chen, Lin Chen, Xinhai Chen, Qinglin Wang et al.
      Pages 28-41

  3. FPGA

    1. Front Matter

      Pages 43-43
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    2. DEEPFAKE CLI: Accelerated Deepfake Detection Using FPGAs

      • Omkar Bhilare, Rahul Singh, Vedant Paranjape, Sravan Chittupalli, Shraddha Suratkar, Faruk Kazi
      Pages 45-56

    3. Memory Access Optimization for Former Process of Pencil Drawing Style Image Conversion in High-Level Synthesis

      • Honoka Tani, Akira Yamawaki
      Pages 57-68

    4. Word2Vec FPGA Accelerator Based on Spatial and Temporal Parallelism

      • Hasitha Muthumala Waidyasooriya, Shutaro Ishihara, Masanori Hariyama
      Pages 69-77

  4. HPC and AI

    1. Front Matter

      Pages 79-79
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    2. Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning

      • Takaaki Fukai, Kento Sato, Takahiro Hirofuchi
      Pages 81-93

    3. An Advantage Actor-Critic Deep Reinforcement Learning Method for Power Management in HPC Systems

      • Fitra Rahmani Khasyah, Kadek Gemilang Santiyuda, Gabriel Kaunang, Faizal Makhrus, Muhammad Alfian Amrizal, Hiroyuki Takizawa
      Pages 94-107

    4. An AutoML Based Algorithm for Performance Prediction in HPC Systems

      • Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
      Pages 108-119

  5. Embedded Systems and Communication

    1. Front Matter

      Pages 121-121
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    2. Edge-Gateway Intrusion Detection for Smart Home

      • Zhiming Sun, Jingjing Yu, Xingchun Liu
      Pages 123-135

    3. Energy-Delay Tradeoff in Parallel Task Allocation and Execution for Autonomous Platooning Applications

      • Liang Dai, Hangyu Tian, Dingxuan Ju, Hongke Xu
      Pages 136-146

    4. A Reservation-Based List Scheduling for Embedded Systems with Memory Constraints

      • Kai-Siang Wang, Jerry Chou
      Pages 147-157

    5. Formalization and Verification of SIP Using CSP

      • Zhiru Hou, Jiaqi Yin, Huibiao Zhu, Ningning Chen
      Pages 158-171

  6. Blockchain

    1. Front Matter

      Pages 173-173
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    2. Towards a Blockchain and Fog-Based Proactive Data Distribution Framework for ICN

      • Somnath Mazumdar, Thomas Dreibholz
      Pages 175-186
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Other volumes

  1. Parallel and Distributed Computing, Applications and Technologies

Keywords

About this book

This book constitutes the proceedings of the 23rd International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2022, which took place in Sendai, Japan, during December 7-9, 2022.

The 24 full papers and 16 short papers included in this volume were carefully reviewed and selected from 95 submissions. The papers are categorized into the following topical sub-headings: Heterogeneous System (1; HPC & AI; Embedded systems & Communication; Blockchain; Deep Learning; Quantum Computing & Programming Language; Best Papers; Heterogeneous System (2); Equivalence Checking & Model checking; Interconnect; Optimization (1); Optimization (2); Privacy; and Workflow.


Editors and Affiliations

  • Tohoku University, Aoba-ku, Japan

    Hiroyuki Takizawa

  • Sun Yat-sen University, Guangzhou, China

    Hong Shen

  • The University of Tokyo, Tokyo, Japan

    Toshihiro Hanawa

  • Seoul National University of Science and Technology, Seoul, Korea (Republic of)

    Jong Hyuk Park

  • Griffith University, Queensland, Australia

    Hui Tian

  • Tokyo Denki University, Tokyo, Japan

    Ryusuke Egawa

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