Big Data – BigData 2018

7th International Congress, Held as Part of the Services Conference Federation, SCF 2018, Seattle, WA, USA, June 25–30, 2018, Proceedings

  • Francis Y. L. Chin
  • C. L. Philip Chen
  • Latifur Khan
  • Kisung Lee
  • Liang-Jie Zhang
Conference proceedings BIGDATA 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10968)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10968)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Research Track: BigData Modeling

    1. Front Matter
      Pages 1-1
    2. Jimin Wang, Qi Liu, Pengcheng Zhang
      Pages 3-16
    3. Yuming Wang, Jun Huang, Yun Liu, Lai Tu, Ling Liu
      Pages 17-25
    4. Chao Li, Balaji Palanisamy, Prashant Krishnamurthy
      Pages 26-42
    5. Hao Peng, Santosh U. Bobade, Michael E. Cotterell, John A. Miller
      Pages 57-71
    6. Abhijit Suprem, Duen Horng Chau, Calton Pu
      Pages 72-84
  3. Research Track: BigData Analysis

    1. Front Matter
      Pages 85-85
    2. Sanghyun Hong, Noseong Park, Tanmoy Chakraborty, Hyunjoong Kang, Soonhyun Kwon
      Pages 87-99
    3. Venkat Tipparam, Belinda Liu, Yifei Chen, Zoe Lang, Gang Ye, Diana Li et al.
      Pages 100-109
    4. Oxana Korzh, Mikel Joaristi, Edoardo Serra
      Pages 110-123
    5. Yunpeng Xiao, Liangyun Liu, Ming Xu, Haohan Wang, Yanbing Liu
      Pages 124-139
    6. Bryan Pauken, Mudit Pradyumn, Nasseh Tabrizi
      Pages 140-148
  4. Application Track: BigData Algorithms

    1. Front Matter
      Pages 167-167
    2. Guixia Kang, Bo Yang, Dongli Wei, Ling Li
      Pages 169-181
    3. Chien-Heng Wu, Chiao-Ning Chuang, Wen-Yi Chang, Whey-Fone Tsai
      Pages 182-193
    4. Zhi Qiao, Jacob Hochstetler, Shuwen Liang, Song Fu, Hsing-bung Chen, Bradley Settlemyer
      Pages 194-208
  5. Application Track: BigData Practices

    1. Front Matter
      Pages 235-235
    2. Daya Ram Budhathoki, Dipankar Dasgupta, Pankaj Jain
      Pages 237-250
    3. Qi An, Morten Grimmig Christensen, Annith Ramachandran, Raghava Rao Mukkamala, Ravi Vatrapu
      Pages 260-276
    4. Jing Zeng, Jin Che, Chunxiao Xing, Liang-Jie Zhang
      Pages 277-290
  6. Short Paper Track: BigData Analysis

    1. Front Matter
      Pages 305-305
    2. Xinyue Zhang, Yanmin Han, Wei Ge, Daqiang Yan, Yiming Chen
      Pages 319-325
    3. Mudit Pradyumn, Akshat Kapoor, Nasseh Tabrizi
      Pages 326-333
    4. Rosa Quelal, Monica Villavicencio
      Pages 334-342
  7. Short Paper Track: BigData Modeling

    1. Front Matter
      Pages 343-343
    2. Jianqiu Ge, Ning Guo, Jintao Meng, Bingqiang Wang, Pavan Balaji, Shengzhong Feng et al.
      Pages 345-351
    3. Huiling Zhang, Ning Guo, Guangyuan Liu, Junhao Hu, Jiaxiu Zhou, Shengzhong Feng et al.
      Pages 352-359
    4. Xiaowei Xu, Li Hou, Zhen Guo, Ju Wang, Jiao Li
      Pages 360-366
  8. Back Matter
    Pages 381-382

About these proceedings


This volume constitutes the proceedings of the 7th International Conference on BIGDATA 2018, held as Part of SCF 2018 in Seattle, WA, USA in June 2018.

The 22 full papers together with 10 short papers published in this volume were carefully reviewed and selected from 97 submissions. They are organized in topical sections such as Data analysis, data as a service, services computing, data conversion, data storage, data centers, dataflow architectures, data compression, data exchange, data modeling, databases, and data management.


Data analysis Services computing Data conversion Data storage Data centers Dataflow architectures Data compression Data exchange Data modeling Databases Data management map reduce cloud computing artificial intelligence internet world wide web data mining search engines image processing support vector machines

Editors and affiliations

  1. 1.The University of Hong KongHong KongHong Kong
  2. 2.University of MacauMacaoMacao
  3. 3.The University of Texas at DallasRichardsonUSA
  4. 4.Louisiana State UniversityBaton RougeUSA
  5. 5.Kingdee International Software Group Company LimitedShenzhenChina

Bibliographic information

  • DOI
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science Computer Science (R0)
  • Print ISBN 978-3-319-94300-8
  • Online ISBN 978-3-319-94301-5
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site