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  • Conference proceedings
  • © 2021

Network and Parallel Computing

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

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)

Conference series link(s): NPC: IFIP International Conference on Network and Parallel Computing

Conference proceedings info: NPC 2020.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xii
  2. Accelerator

    1. Front Matter

      Pages 1-1
    2. Compiler-Assisted Operator Template Library for DNN Accelerators

      • Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu et al.
      Pages 3-16
    3. A Dynamic Mapping Model for General CNN Accelerator Based on FPGA

      • Xiaoqiang Zhao, Jingfei Jiang, Zhe Han, Jinwei Xu, Zhiqiang Liu
      Pages 17-29
    4. A Dynamic Protection Mechanism for GPU Memory Overflow

      • Yaning Yang, Xiaoqi Wang, Shaoliang Peng
      Pages 30-40
  3. AI

    1. Front Matter

      Pages 41-41
    2. MTLAT: A Multi-Task Learning Framework Based on Adversarial Training for Chinese Cybersecurity NER

      • Yaopeng Han, Zhigang Lu, Bo Jiang, Yuling Liu, Chen Zhang, Zhengwei Jiang et al.
      Pages 43-54
    3. Learning-Based Evaluation of Routing Protocol in Vehicular Network Using WEKA

      • Amal Hadrich, Amel Meddeb Makhlouf, Faouzi Zarai
      Pages 55-67
    4. A Close Look at Multi-tenant Parallel CNN Inference for Autonomous Driving

      • Yitong Huang, Yu Zhang, Boyuan Feng, Xing Guo, Yanyong Zhang, Yufei Ding
      Pages 92-104
    5. A Multi-model Super-Resolution Training and Reconstruction Framework

      • Ninghui Yuan, Dunbo Zhang, Qiong Wang, Li Shen
      Pages 105-116
    6. LCache: Machine Learning-Enabled Cache Management in Near-Data Processing-Based Solid-State Disks

      • Hui Sun, Shangshang Dai, Qiao Cui, Jianzhong Huang
      Pages 128-139
    7. Security Situation Prediction of Network Based on Lstm Neural Network

      • Liqiong Chen, Guoqing Fan, Kun Guo, Junyan Zhao
      Pages 140-144
  4. Algorithm

    1. Front Matter

      Pages 145-145
    2. Dynamic GMMU Bypass for Address Translation in Multi-GPU Systems

      • Jinhui Wei, Jianzhuang Lu, Qi Yu, Chen Li, Yunping Zhao
      Pages 147-158
    3. Parallel Fast DOA Estimation Algorithm Based on SML and Membrane Computing

      • Xiaofeng Bai, Huajun Song, Changbo Xiang
      Pages 159-169
    4. Segmented Merge: A New Primitive for Parallel Sparse Matrix Computations

      • Haonan Ji, Shibo Lu, Kaixi Hou, Hao Wang, Weifeng Liu, Brian Vinter
      Pages 170-181
    5. A Hierarchical Model of Control Logic for Simplifying Complex Networks Protocol Design

      • Yi Yang, Wei Quan, Jinli Yan, Lu Tang, Zhigang Sun
      Pages 182-187

Other Volumes

  1. Network and Parallel Computing

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

Bibliographic Information

Buy it now

Buying options

eBook USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access