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Parallel and Distributed Computing, Applications and Technologies

21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Yong Zhang

    1. Shenzhen Institutes of Advanced Technology, Shenzhen, China

  2. Yicheng Xu

    1. Shenzhen Institutes of Advanced Technology, Shenzhen, China

  3. Hui Tian

    1. Griffith University, Gold Coast, Australia

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12606)

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

Included in the following conference series:

Conference proceedings info: PDCAT 2020.

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About this book

This book constitutes the proceedings of the 21st International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2020, which took place in Shenzhen, China, during December 28-30, 2020.

The 34 full papers included in this volume were carefully reviewed and selected from 109 submissions. They deal with parallel and distributed computing of networking and architectures, software systems and technologies, algorithms and applications, and security and privacy.

 

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Blood Leukocyte Object Detection According to Model Parameter-Transfer and Deformable Convolution

    • Kaizhi Chen, Wencheng Wei, Shangping Zhong, Longkun Guo
    Pages 1-16

  3. Heterogeneous Software Effort Estimation via Cascaded Adversarial Auto-Encoder

    • Fumin Qi, Xiao-Yuan Jing, Xiaoke Zhu, Xiaodong Jia, Li Cheng, Yichuan Dong et al.
    Pages 17-29

  4. A Novel Distributed Reinforcement Learning Method for Classical Chinese Poetry Generation

    • Liangliang Ma, Hong Shen, Shangsong Liang
    Pages 30-42

  5. Memory Access Optimization of High-Order CFD Stencil Computations on GPU

    • Shengxiang Wang, Zhuoqian Li, Yonggang Che
    Pages 43-56

  6. The Dataflow Runtime Environment of DFC

    • Jing Zhang, Jinrong Li, Zheng Du, Jiwu Shu, Qiuming Luo
    Pages 57-69

  7. Adaptive Tensor-Train Decomposition for Neural Network Compression

    • Yanwei Zheng, Yang Zhou, Zengrui Zhao, Dongxiao Yu
    Pages 70-81

  8. Development of a UAV Path Planning Approach for Multi-building Inspection with Minimal Cost

    • Shiwei Lin, Xiaoying Kong, Jack Wang, Ang Liu, Gengfa Fang, Yunlong Han
    Pages 82-93

  9. Construction of Completely Independent Spanning Tree Based on Vertex Degree

    • Ningning Liu, Yujie Zhang, Weibei Fan
    Pages 94-103

  10. Distributed Algorithm for Truss Maintenance in Dynamic Graphs

    • Qi Luo, Dongxiao Yu, Hao Sheng, Jiguo Yu, Xiuzhen Cheng
    Pages 104-115

  11. Short-Term Load Forecasting Based on CNN-BiLSTM with Bayesian Optimization and Attention Mechanism

    • Kai Miao, Qiang Hua, Huifeng Shi
    Pages 116-128

  12. On the Non-ergodic Convergence Rate of the Directed Nonsmooth Composite Optimization

    • Yichuan Dong, Zhuoxu Cui, Yong Zhang, Shengzhong Feng
    Pages 129-140

  13. 6D Pose Estimation Based on the Adaptive Weight of RGB-D Feature

    • Gengshen Zhang, Li Ning, Liangbing Feng
    Pages 141-153

  14. Blockchain-Based Secure Outsourcing of Fully Homomorphic Encryption Using Hidden Ideal Lattice

    • Mingyang Song, Yingpeng Sang, Yuying Zeng, Shunchao Luo
    Pages 154-165

  15. Multiple Projections Learning for Dimensional Reduction

    • Lin Jiang, Xiaozhao Fang, Na Han
    Pages 166-171

  16. Preventing DDoS Attacks on Bitcoin Memory Pool by the Dynamic Fee Threshold Mechanism

    • Shunchao Luo, Yingpeng Sang, Mingyang Song, Yuying Zeng
    Pages 172-184

  17. The Compiler of DFC: A Source Code Converter that Transform the Dataflow Code to the Multi-threaded C Code

    • Zheng Du, Jing Zhang, Jinrong Li, Haixin Du, Jiwu Shu, Qiuming Luo
    Pages 185-197

  18. Online Learning-Based Co-task Dispatching with Function Configuration in Edge Computing

    • Wanli Cao, Haisheng Tan, Zhenhua Han, Shuokang Han, Mingxia Li, Xiang-Yang Li
    Pages 198-209

  19. System-Level FPGA Routing for Logic Verification with Time-Division Multiplexing

    • Long Sun, Longkun Guo, Peihuang Huang
    Pages 210-218

  20. Protein Interresidue Contact Prediction Based on Deep Learning and Massive Features from Multi-sequence Alignment

    • Huiling Zhang, Hao Wu, Hing-Fung Ting, Yanjie Wei
    Pages 219-228
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Other volumes

  1. Parallel and Distributed Computing, Applications and Technologies

Editors and Affiliations

  • Shenzhen Institutes of Advanced Technology, Shenzhen, China

    Yong Zhang, Yicheng Xu

  • Griffith University, Gold Coast, Australia

    Hui Tian

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