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Network and Parallel Computing

17th IFIP WG 10.3 International Conference, NPC 2020, Zhengzhou, China, September 28–30, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Xin He

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  2. En Shao

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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  3. Guangming Tan

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12639)

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

Included in the following conference series:

Conference proceedings info: NPC 2020.

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Table of contents (39 papers)

  1. Architecture and Hardware

    1. Front Matter

      Pages 189-189
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    2. FPGA-Based Multi-precision Architecture for Accelerating Large-Scale Floating-Point Matrix Computing

      • Longlong Zhang, Yuanxi Peng, Xiao Hu, Ahui Huang, Tian Tian
      Pages 191-202

    3. A Configurable Hardware Architecture for Runtime Application of Network Calculus

      • Xiao Hu, Zhonghai Lu
      Pages 203-216

    4. \(FEB^3D\): An Efficient FPGA-Accelerated Compression Framework for Microscopy Images

      • Wanqi Liu, Yewen Li, Dawei Zang, Guangming Tan
      Pages 217-230

    5. NUMA-Aware Optimization of Sparse Matrix-Vector Multiplication on ARMv8-Based Many-Core Architectures

      • Xiaosong Yu, Huihui Ma, Zhengyu Qu, Jianbin Fang, Weifeng Liu
      Pages 231-242

    6. CARAM: A Content-Aware Hybrid PCM/DRAM Main Memory System Framework

      • Yinjin Fu, Yang Wu
      Pages 243-248

  2. Big Data and Cloud

    1. Front Matter

      Pages 249-249
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    2. Optimization of RDMA-Based HDFS Data Distribution Mechanism

      • Xiao Zhang, Binbin Liu, Junhao Zhao, Cong Dong
      Pages 251-262

    3. Reducing the Time of Live Container Migration in a Workflow

      • Zhanyuan Di, En Shao, Mujun He
      Pages 263-275

    4. RDMA-Based Apache Storm for High-Performance Stream Data Processing

      • Ziyu Zhang, Zitan Liu, Qingcai Jiang, Zheng Wu, Junshi Chen, Hong An
      Pages 276-287

    5. Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots

      • Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu et al.
      Pages 288-293

  3. Edge Computing

    1. Front Matter

      Pages 295-295
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    2. Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing

      • Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen
      Pages 297-309

    3. An Adaptive Delay-Limited Offloading Scheme Based on Multi-round Auction Model for Mobile Edge Computing

      • Huamei Qi, Yiran Wang, Su Jiang, Chunmeng Yang, Jia Wu
      Pages 310-322

    4. An Efficient Data Transmission Strategy for Edge-Computing-Based Opportunistic Social Networks

      • Jingwen Luo, Jia Wu, Yuzhou Wu
      Pages 323-335

  4. Emering

    1. Front Matter

      Pages 337-337
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    2. Shadow Data: A Method to Optimize Incremental Synchronization in Data Center

      • Changjian Zhang, Deyu Qi, Wenhao Huang
      Pages 339-348

    3. DROAllocator: A Dynamic Resource-Aware Operator Allocation Framework in Distributed Streaming Processing

      • Fan Liu, Zongze Jin, Weimin Mu, Weilin Zhu, Yun Zhang, Weiping Wang
      Pages 349-360

    4. A Medical Support System for Prostate Cancer Based on Ensemble Method in Developing Countries

      • QingHe Zhuang, Jia Wu, GengHua Yu
      Pages 361-372

    5. The Entry-Extensible Cuckoo Filter

      • Shuiying Yu, Sijie Wu, Hanhua Chen, Hai Jin
      Pages 373-385
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  1. Network and Parallel Computing

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About this book

This book constitutes the proceedings of the 17th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2020, held in Zhengzhou, China, in September 2020.

The 34 full and 7 short papers presented in this volume were carefully reviewed and selected from 95 submissions. They were organized in topical sections named: accelerator; AI; algorithm; architecture and hardware; big data and cloud; edge computing; emerging; network; and storage.

Editors and Affiliations

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Xin He, En Shao, Guangming Tan

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