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Algorithms and Architectures for Parallel Processing

21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Yongxuan Lai

    1. Xiamen University, Xiamen, China

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  2. Tian Wang

    1. Beijing Normal University, Zhuhai, China

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  3. Min Jiang

    1. Xiamen University, Xiamen, China

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  4. Guangquan Xu

    1. Tianjin University, Tianjin, China

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  5. Wei Liang

    1. Hunan University, Changsha, China

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  6. Aniello Castiglione

    1. University of Naples Parthenope, Naples, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13156)

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

Included in the following conference series:

Conference proceedings info: ICA3PP 2021.

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About this book

The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021.

The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems.

The papers were organized in topical sections as follows:

Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science;

Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT;

Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.


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Keywords

Table of contents (48 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Software Systems and Efficient Algorithms

    1. Front Matter

      Pages 1-1
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    2. The Design and Realization of a Novel Intelligent Drying Rack System Based on STM32

      • Shiwen Zhang, Wang Hu, Wei Liang, Lei Liao
      Pages 3-17

    3. Efficient Estimation of Time-Dependent Shortest Paths Based on Shortcuts

      • Linbo Liao, Shipeng Yang, Yongxuan Lai, Wenhua Zeng, Fan Yang, Min Jiang
      Pages 18-32

    4. Multi-level PWB and PWC for Reducing TLB Miss Overheads on GPUs

      • Yang Lin, Dunbo Zhang, Chaoyang Jia, Qiong Wang, Li Shen
      Pages 33-52

    5. Hybrid GA-SVR: An Effective Way to Predict Short-Term Traffic Flow

      • Guanru Tan, Shiqiang Zheng, Boyu Huang, Zhihan Cui, Haowen Dou, Xi Yang et al.
      Pages 53-62

  3. Parallel and Distributed Algorithms and Applications

    1. Front Matter

      Pages 63-63
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    2. MobiTrack: Mobile Crowdsensing-Based Object Tracking with Min-Region and Max-Utility

      • Wenqiang Li, Jun Tao, Zuyan Wang, YiFan Xu, Xiaolei Tang, YiChao Dong
      Pages 65-80

    3. Faulty Processor Identification for a Multiprocessor System Under the PMC Model Using a Binary Grey Wolf Optimizer

      • Fulai Pan, Weixia Gui
      Pages 81-95

    4. Fast On-Road Object Detector on ROS-Based Mobile Robot

      • Gang Wang, Qiudi Song, Tao Li, Min Li
      Pages 96-107

    5. A Lightweight Asynchronous I/O System for Non-volatile Memory

      • Jiebin Luo, Weijie Zhang, Dingding Li, Haoyu Luo, Deze Zeng
      Pages 108-122

    6. The Case for Disjoint Job Mapping on High-Radix Networked Parallel Computers

      • Yao Hu, Michihiro Koibuchi
      Pages 123-143

    7. FastCache: A Client-Side Cache with Variable-Position Merging Schema in Network Storage System

      • Lin Qian, BaoLiu Ye, XiaoLiang Wang, Zhihao Qu, Weiguo Duan, Ming Zhao
      Pages 144-160

    8. An Efficient Parallelization Model for Sparse Non-negative Matrix Factorization Using cuSPARSE Library on Multi-GPU Platform

      • Hatem Moumni, Olfa Hamdi-Larbi
      Pages 161-177

    9. HaDPA: A Data-Partition Algorithm for Data Parallel Applications on Heterogeneous HPC Platforms

      • Jingbo Li, Li Han, Yuqi Qu, Xingjun Zhang
      Pages 178-192

    10. A NUMA-Aware Parallel Truss Decomposition Algorithm for Large Scale Graphs

      • Zhebin Mou, Nong Xiao, Zhiguang Chen
      Pages 193-212

    11. Large-Scale Parallel Alignment Algorithm for SMRT Reads

      • Zeyu Xia, Yingbo Cui, Ang Zhang, Peng Zhang, Sifan Long, Tao Tang et al.
      Pages 213-229

    12. Square Fractional Repetition Codes for Distributed Storage Systems

      • Bing Zhu, Shigeng Zhang, Weiping Wang
      Pages 230-239

    13. An Anti-forensic Method Based on RS Coding and Distributed Storage

      • Xuhang Jiang, Yujue Wang, Yong Ding, Hai Liang, Huiyong Wang, Zhenyu Li
      Pages 240-254

  4. Data Science

    1. Front Matter

      Pages 255-255
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Other volumes

  1. Algorithms and Architectures for Parallel Processing

  2. Algorithms and Architectures for Parallel Processing

  3. Algorithms and Architectures for Parallel Processing

Editors and Affiliations

  • Xiamen University, Xiamen, China

    Yongxuan Lai, Min Jiang

  • Beijing Normal University, Zhuhai, China

    Tian Wang

  • Tianjin University, Tianjin, China

    Guangquan Xu

  • Hunan University, Changsha, China

    Wei Liang

  • University of Naples Parthenope, Naples, Italy

    Aniello Castiglione

Bibliographic Information

  • Book Title: Algorithms and Architectures for Parallel Processing

  • Book Subtitle: 21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II

  • Editors: Yongxuan Lai, Tian Wang, Min Jiang, Guangquan Xu, Wei Liang, Aniello Castiglione

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-95388-1

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-030-95387-4Published: 23 February 2022

  • eBook ISBN: 978-3-030-95388-1Published: 22 February 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIII, 745

  • Number of Illustrations: 50 b/w illustrations, 281 illustrations in colour

  • Topics: Algorithm Analysis and Problem Complexity

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