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Network and Parallel Computing

18th IFIP WG 10.3 International Conference, NPC 2021, Paris, France, November 3–5, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Christophe Cérin

    1. Université Sorbonne Paris Nord, LIPN, Villetaneuse, France

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  2. Depei Qian

    1. Beihang University, Beijing, China

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  3. Jean-Luc Gaudiot

    1. University of California at Irvine, Irvine, USA

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  4. Guangming Tan

    1. Institute of Computing Technology, Beijing, China

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  5. Stéphane Zuckerman

    1. ETIS Laboratory, CY Cergy Paris Universités, ENSEA, CNRS, Cergy, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13152)

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

Included in the following conference series:

Conference proceedings info: NPC 2021.

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Table of contents (20 papers)

  1. Front Matter

    Pages i-xiii
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  2. Algorithms and Applications

    1. Front Matter

      Pages 1-1
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    2. High Resolution of City-Level Climate Simulation by GPU with Multi-physical Phenomena

      • Koei Watanabe, Kohei Kikuchi, Taisuke Boku, Takuto Sato, Hiroyuki Kusaka
      Pages 3-15

    3. dgQuEST: Accelerating Large Scale Quantum Circuit Simulation through Hybrid CPU-GPU Memory Hierarchies

      • Tianyu Feng, Siyan Chen, Xin You, Shuzhang Zhong, Hailong Yang, Zhongzhi Luan et al.
      Pages 16-27

    4. vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization

      • Yanghai Wang, Shuo Ouyang, Dezun Dong, Enda Yu, Xiangke Liao
      Pages 28-39

    5. Scalable Algorithms Using Sparse Storage for Parallel Spectral Clustering on GPU

      • Guanlin He, Stephane Vialle, Nicolas Sylvestre, Marc Baboulin
      Pages 40-52

    6. XSP: Fast SSSP Based on Communication-Computation Collaboration

      • Xinbiao Gan, Wen Tan, Menghan Jia, Jie Liu, Yiming Zhang
      Pages 53-63

    7. A Class of Fast and Accurate Multi-layer Block Summation and Dot Product Algorithms

      • Kang He, Roberto Barrio, Lin Chen, Hao Jiang, Jie Liu, Tongxiang Gu et al.
      Pages 64-75

    8. A KNN Query Method for Autonomous Driving Sensor Data

      • Tang Jie, Zhang Jiehui, Zeng Zhixin, Liu Shaoshan
      Pages 76-89

  3. System Software and Resource Management

    1. Front Matter

      Pages 91-91
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    2. A Novel Task-Allocation Framework Based on Decision-Tree Classification Algorithm in MEC

      • Wenwen Liu, Zhaoyang Yu, Meng Yan, Gang Wang, Xiaoguang Liu
      Pages 93-104

    3. QoS-Aware Scheduling for Cellular Networks Using Deep Reinforcement Learning

      • Jonathan Robert Malin, Gun Ko, Won Woo Ro
      Pages 105-117

    4. Adaptive Buffering Scheme for PCM/DRAM-Based Hybrid Memory Architecture

      • Xiaoliang Wang, Kaimeng Chen, Peiquan Jin
      Pages 118-130

    5. Efficiency-First Fault-Tolerant Replica Scheduling Strategy for Reliability Constrained Cloud Application

      • Yingxue Zhang, Guisheng Fan, Huiqun Yu, Xingpeng Chen
      Pages 131-143

    6. Towards an Optimized Containerization of HPC Job Schedulers Based on Namespaces

      • Tarek Menouer, Nicolas Greneche, Christophe Cérin, Patrice Darmon
      Pages 144-156

    7. Architecture of an On-Time Data Transfer Framework in Cooperation with Scheduler System

      • Kohei Yamamoto, Arata Endo, Susumu Date
      Pages 157-168

  4. Storage

    1. Front Matter

      Pages 169-169
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    2. Data Delta Based Hybrid Writes for Erasure-Coded Storage Systems

      • Qiang Huang, Hui Chen, Bing Wei, Jigang Wu, Limin Xiao
      Pages 171-182

    3. BDCuckoo: an Efficient Cuckoo Hash for Block Device

      • Xianqi Zheng, Jia Ma, Yubo Liu, Zhiguang Chen
      Pages 183-194

    4. A Two Tier Hybrid Metadata Management Mechanism for NVM Storage System

      • Tao Cai, Pengfei Gao, Fuli Chen, Dejiao Niu, Fei Wang, Yueming Ma et al.
      Pages 195-213
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Other volumes

  1. Network and Parallel Computing

Keywords

About this book

This book constitutes the proceedings of the 18th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2021, which was held in Paris, France during November 3-5, 2021.

The 20 papers presented in this volume were carefully reviewed and selected from 62 submissions. They were organized in topical sections as follows: algorithms and applications; system software and resource management; storage; and networks and communications.

Editors and Affiliations

  • Université Sorbonne Paris Nord, LIPN, Villetaneuse, France

    Christophe Cérin

  • Beihang University, Beijing, China

    Depei Qian

  • University of California at Irvine, Irvine, USA

    Jean-Luc Gaudiot

  • Institute of Computing Technology, Beijing, China

    Guangming Tan

  • ETIS Laboratory, CY Cergy Paris Universités, ENSEA, CNRS, Cergy, France

    Stéphane Zuckerman

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