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Algorithms and Architectures for Parallel Processing

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

  • 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 13157)

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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Table of contents (48 papers)

  1. Front Matter

    Pages i-xxiii
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  2. Blockchain Systems

    1. Front Matter

      Pages 1-1
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    2. StateSnap: A State-Aware P2P Storage Network for Blockchain NFT Content Data

      • Siqi Feng, Wenquan Li, Lanju Kong, Lijin Liu, Fuqi Jin, Xinping Min
      Pages 3-18

    3. Towards Requester-Provider Bilateral Utility Maximization and Collision Resistance in Blockchain-Based Microgrid Energy Trading

      • Hailun Wang, Kai Zhang, Lifei Wei, Lei Zhang
      Pages 19-34

    4. Evaluating the Parallel Execution Schemes of Smart Contract Transactions in Different Blockchains: An Empirical Study

      • Jianfeng Shi, Chengzhi Li, Heng Wu, Heran Gao, Songchang Jin, Tao Huang et al.
      Pages 35-51

    5. Misbehavior Detection in VANET Based on Federated Learning and Blockchain

      • Pin Lv, Linyan Xie, Jia Xu, Taoshen Li
      Pages 52-64

  3. Data Science

    1. Front Matter

      Pages 65-65
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    2. ABE-AC4DDS: An Access Control Scheme Based on Attribute-Based Encryption for Data Distribution Service

      • Peng Gao, Zhuowei Shen
      Pages 67-80

    3. An Interactive Visual System for Data Analytics of Social Media

      • Yi Zhang, Zhaohui Li, Dewei Xi
      Pages 81-100

    4. Auto-Recon: An Automated Network Reconnaissance System Based on Knowledge Graph

      • Xiang Zhang, Qingli Guo, Yuan Liu, Xiaorui Gong
      Pages 101-115

    5. INGCF: An Improved Recommendation Algorithm Based on NGCF

      • Weifeng Sun, Kangkang Chang, Lijun Zhang, Kelong Meng
      Pages 116-129

  4. Distributed and Network-Based Computing

    1. Front Matter

      Pages 131-131
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    2. AutoFlow: Hotspot-Aware, Dynamic Load Balancing for Distributed Stream Processing

      • Pengqi Lu, Yue Yue, Liang Yuan, Yunquan Zhang
      Pages 133-151

    3. BMTP: Combining Backward Matching with Tree-Based Pruning for Large-Scale Content-Based Pub/Sub Systems

      • Zhengyu Liao, Shiyou Qian, Zhonglong Zheng, Jian Cao, Guangtao Xue, Minglu Li
      Pages 152-166

    4. AF-TCP: Traffic Congestion Prediction at Arbitrary Road Segment and Flexible Future Time

      • Xuefeng Xie, Jie Zhao, Chao Chen, Lin Wang
      Pages 167-181

    5. Collaborative QoS Prediction via Context-Aware Factorization Machine

      • Wenyu Tang, Mingdong Tang, Wei Liang
      Pages 182-195

    6. TDCT: Target-Driven Concolic Testing Using Extended Units by Calculating Function Relevance

      • Meng Fan, Wenzhi Wang, Aimin Yu, Dan Meng
      Pages 196-213

    7. Multi-task Allocation Based on Edge Interaction Assistance in Mobile Crowdsensing

      • Wenjuan Li, Guangsheng Feng, Yun Huang, Yuzheng Liu
      Pages 214-230

    8. A Variable-Way Address Translation Cache for the Exascale Supercomputer

      • Tiejun Li, Jianmin Zhang, Siqing Fu, Kefan Ma
      Pages 231-244

    9. PPCTS: Performance Prediction-Based Co-located Task Scheduling in Clouds

      • Tianyi Yuan, Dongyang Ou, Jiwei Wang, Congfeng Jiang, Christophe Cérin, Longchuan Yan
      Pages 245-257
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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

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