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  • Conference proceedings
  • © 2020

Algorithms and Architectures for Parallel Processing

19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9–11, 2019, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11945)

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

Conference series link(s): ICA3PP: International Conference on Algorithms and Architectures for Parallel Processing

Conference proceedings info: ICA3PP 2019.

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Table of contents (58 papers)

  1. Front Matter

    Pages i-xxi
  2. Parallel and Distributed Architectures

    1. Front Matter

      Pages 1-1
    2. SPM: Modeling Spark Task Execution Time from the Sub-stage Perspective

      • Wei Li, Shengjie Hu, Di Wang, Tianba Chen, Yunchun Li
      Pages 3-10
    3. Improving the Parallelism of CESM on GPU

      • Zehui Jin, Ming Dun, Xin You, Hailong Yang, Yunchun Li, Yingchun Lin et al.
      Pages 11-18
    4. Parallel Approach to Sliding Window Sums

      • Roman Snytsar, Yatish Turakhia
      Pages 19-26
    5. Rise the Momentum: A Method for Reducing the Training Error on Multiple GPUs

      • Yu Tang, Lujia Yin, Zhaoning Zhang, Dongsheng Li
      Pages 27-41
    6. Pimiento: A Vertex-Centric Graph-Processing Framework on a Single Machine

      • Jianqiang Huang, Wei Qin, Xiaoying Wang, Wenguang Chen
      Pages 42-56
  3. Software Systems and Programming Models

    1. Front Matter

      Pages 57-57
    2. Parallel Software Testing Sequence Generation Method Target at Full Covering Tested Behaviors

      • Tao Sun, Xiaoyun Wan, Wenjie Zhong, Xin Guo, Ting Zhang
      Pages 59-67
    3. Accurate Network Flow Measurement with Deterministic Admission Policy

      • Hongchao Du, Rui Wang, Zhaoyan Shen, Zhiping Jia
      Pages 68-81
    4. A Comparison Study of VAE and GAN for Software Fault Prediction

      • Yuanyuan Sun, Lele Xu, Lili Guo, Ye Li, Yongming Wang
      Pages 82-96
    5. A Framework for Designing Autonomous Parallel Data Warehouses

      • Soumia Benkrid, Ladjel Bellatreche
      Pages 97-104
  4. Distributed and Parallel and Network-based Computing

    1. Front Matter

      Pages 105-105
    2. Stable Clustering Algorithm for Routing Establishment in Vehicular Ad-Hoc Networks

      • Jieying Zhou, Pengfei He, Yinglin Liu, Weigang Wu
      Pages 107-115
    3. Safeguarding Against Active Routing Attack via Online Learning

      • Meng Meng, Ruijuan Zheng, Mingchuan Zhang, Junlong Zhu, Qingtao Wu
      Pages 128-134
    4. Reliability Aware Cost Optimization for Memory Constrained Cloud Workflows

      • E Cao, Saira Musa, Jianning Zhang, Mingsong Chen, Tongquan Wei, Xin Fu et al.
      Pages 135-150
    5. Null Model and Community Structure in Heterogeneous Networks

      • Xuemeng Zhai, Wanlei Zhou, Gaolei Fei, Hangyu Hu, Youyang Qu, Guangmin Hu
      Pages 151-163
  5. Big Data and Its Applications

    1. Front Matter

      Pages 165-165
    2. An Asynchronous Algorithm to Reduce the Number of Data Exchanges

      • Zhuo Tian, Yifeng Chen, Lei Zhang
      Pages 167-174

Other Volumes

  1. Algorithms and Architectures for Parallel Processing

About this book

The two-volume set LNCS 11944-11945 constitutes the proceedings of the 19th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2019, held in Melbourne, Australia, in December 2019.

The 73 full and 29 short papers presented were carefully reviewed and selected from 251 submissions. The papers are organized in topical sections on: Parallel and Distributed Architectures, Software Systems and Programming Models, Distributed and Parallel and Network-based Computing, Big Data and its Applications, Distributed and Parallel Algorithms, Applications of Distributed and Parallel Computing, Service Dependability and Security, IoT and CPS Computing, Performance Modelling and Evaluation.

Editors and Affiliations

  • Department of Computer Science and Software Engineering, Swinburne University of Technology, Hawthorn, Melbourne, Australia

    Sheng Wen

  • School of Computer Science, The University of Sydney, Camperdown, Australia

    Albert Zomaya

  • Department of Computer Science, St. Francis Xavier University, Antigonish, Canada

    Laurence T. Yang

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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