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  • Conference proceedings
  • © 2018

Algorithms and Architectures for Parallel Processing

18th International Conference, ICA3PP 2018, Guangzhou, China, November 15-17, 2018, Proceedings, Part III

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11336)

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 2018.

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Table of contents (50 papers)

  1. Front Matter

    Pages I-XV
  2. Big Data and Information Processing

    1. Front Matter

      Pages 1-1
    2. Research on Overload Classification Method for Bus Images Based on Image Processing and SVM

      • Tingting Li, Yongxiong Sun, Yanhua Liang, Yujia Zhai, Xuan Ji
      Pages 28-43
    3. Accurate Acoustic Based Gesture Classification with Zero Start-Up Cost

      • Haojun Ai, Liangliang Han, Yifeng Wang, Liang Liao
      Pages 44-58
    4. An Approach of Collecting Performance Anomaly Dataset for NFV Infrastructure

      • Qingfeng Du, Yu He, Tiandi Xie, Kanglin Yin, Juan Qiu
      Pages 59-71
    5. An Axiomatization for BSP Algorithms

      • Yoann Marquer, FrĂ©dĂ©ric Gava
      Pages 72-88
    6. Efficient and Secure Outsourced Linear Regression

      • Haomiao Yang, Weichao He, Qixian Zhou, Hongwei Li
      Pages 89-102
    7. New Multi-objectives Scheduling Strategies in Docker SwarmKit

      • Tarek Menouer, Christophe CĂ©rin, Étienne Leclercq
      Pages 103-117
    8. Internet Performance Prediction Framework Based on PingER Dataset

      • Wei Zhang, Xiaofei Xing, Saqib Ali, Guojun Wang
      Pages 118-131
    9. MS-RAID: An Energy-Saving Data Layout for CDP

      • Jingyu Liu, Ziyao Zhang, Lu Liu, Xin Chai
      Pages 132-141
    10. Incentivizing Multimedia Data Acquisition for Machine Learning System

      • Yiren Gu, Hang Shen, Guangwei Bai, Tianjing Wang, Hai Tong, Yujia Hu
      Pages 142-158
    11. Toward Performance Prediction for Multi-BSP Programs in ML

      • Victor Allombert, FrĂ©dĂ©ric Gava, Julien Tesson
      Pages 159-174
    12. Exploiting the Table of Energy and Power Leverages

      • Issam RaĂŻs, Laurent Lefèvre, Anne-CĂ©cile Orgerie, Anne Benoit
      Pages 175-185
    13. A Semantic Web Based Intelligent IoT Model

      • Chao Qu, Ming Tao, Jie Zhang, Xiaoyu Hong, Ruifen Yuan
      Pages 186-195
    14. Accelerating CNNs Using Optimized Scheduling Strategy

      • Rui Xu, Sheng Ma, Wenwu Li, Yang Guo
      Pages 196-208
    15. Data Analysis of Blended Learning in Python Programming

      • Qian Chu, Xiaomei Yu, Yuli Jiang, Hong Wang
      Pages 209-217
    16. Deployment Optimization of Indoor Positioning Signal Sources with Fireworks Algorithm

      • Jianhui Zhao, Shiqi Wen, Haojun Ai, Bo Cai
      Pages 229-238

About this book

The four-volume set LNCS 11334-11337 constitutes the proceedings of the 18th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2018, held in Guangzhou, China, in November 2018.

The 141 full and 50 short papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Distributed and Parallel Computing; High Performance Computing; Big Data and Information Processing; Internet of Things and Cloud Computing; and Security and Privacy in Computing.

Editors and Affiliations

  • Rutgers University–Newark, Newark, USA

    Jaideep Vaidya

  • Guangzhou University, Guangzhou, China

    Jin Li

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