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  • Conference proceedings
  • © 2015

Algorithms and Architectures for Parallel Processing

15th International Conference, ICA3PP 2015, Zhangjiajie, China, November 18-20, 2015, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9529)

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 2015.

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Table of contents (50 papers)

  1. Front Matter

    Pages I-LI
  2. Big Data and Its Applications

    1. Front Matter

      Pages 1-1
    2. PAHDFS: Preference-Aware HDFS for Hybrid Storage

      • Wei Zhou, Dan Feng, Zhipeng Tan, Yingfei Zheng
      Pages 3-17
    3. Urban Traffic Congestion Prediction Using Floating Car Trajectory Data

      • Qiuyuan Yang, Jinzhong Wang, Ximeng Song, Xiangjie Kong, Zhenzhen Xu, Benshi Zhang
      Pages 18-30
    4. A Metadata Cooperative Caching Architecture Based on SSD and DRAM for File Systems

      • Zhisheng Huo, Limin Xiao, Qiaoling Zhong, Shupan Li, Ang Li, Li Ruan et al.
      Pages 31-51
    5. Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data

      • Rong Gu, Lei Jin, Yongwei Wu, Jingying Qu, Tao Wang, Xiaojun Wang et al.
      Pages 52-65
    6. DBSCAN-M: An Intelligent Clustering Algorithm Based on Mutual Reinforcement

      • Yin Li, Chuyuan Guo, Ronghua Shi, Xiaoqun Liu, Yan Mei
      Pages 66-77
    7. AQUAdex: A Highly Efficient Indexing and Retrieving Method for Astronomical Big Data of Time Series Images

      • Zhi Hong, Ce Yu, Ruolei Xia, Jian Xiao, Jie Wang, Jizhou Sun et al.
      Pages 92-105
    8. LuBase: A Search-Efficient Hybrid Storage System for Massive Text Data

      • Debin Jia, Zhengwei Liu, Xiaoyan Gu, Bo Li, Jingzi Gu, Weiping Wang et al.
      Pages 134-148
    9. Enhancing Parallel Data Loading for Large Scale Scientific Database

      • Hui Li, Hongyuan Li, Mei Chen, Zhenyu Dai, Ming Zhu, Menglin Huang
      Pages 149-162
    10. A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm

      • Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li
      Pages 183-197
    11. SHDC: A Fast Documents Classification Method Based on Simhash

      • Liang Gu, Peng Yang, Yongqiang Dong
      Pages 198-212
    12. Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents

      • Xiaoliang Fan, Baoqin He, Cheng Wang, Jonathan Li, Ming Cheng, Huaqiang Huang et al.
      Pages 255-268

About this book

This four volume set LNCS 9528, 9529, 9530 and 9531 constitutes the refereed proceedings of the 15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015, held in Zhangjiajie, China, in November 2015.

The 219 revised full papers presented together with 77 workshop papers in these four volumes were carefully reviewed and selected from 807 submissions (602 full papers and 205 workshop papers). The first volume comprises the following topics: parallel and distributed architectures; distributed and network-based computing and internet of things and cyber-physical-social computing. The second volume comprises topics such as big data and its applications and parallel and distributed algorithms. The topics of the third volume are: applications of parallel and distributed computing and service dependability and security in distributed and parallel systems. The covered topics of the fourth volume are: software systems and programming models and performance modeling and evaluation.

 

Editors and Affiliations

  • Central South University, Changsha, China

    Guojun Wang

  • The University of Sydney, Sydney, Australia

    Albert Zomaya

  • University of Murcia, Murcia, Spain

    Gregorio Martinez

  • Hunan University , Changsha, China

    Kenli 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