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2017 Fiscal Year Annual Research Report

A machine learning based system for storing and processing big spatial-temporal data

Research Project

Project/Area Number 16K16038
Research InstitutionThe University of Aizu

Principal Investigator

李 鵬 (李鵬)  会津大学, コンピュータ理工学部, 准教授 (30735915)

Project Period (FY) 2016-04-01 – 2018-03-31
Keywordsbig data / spatial-temporal data / scheduling / traffic management
Outline of Annual Research Achievements

We have developed a software system for storing and processing big spatial-temporal data, which can automatically adjust configurations according to data characteristics. To optimize its performance in practice, we have also studied related problems of resource allocation, job scheduling and network traffic management.

  • Research Products

    (6 results)

All 2018 2017

All Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results) Presentation (4 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Vehicle-assist resilient information and network system for disaster management2017

    • Author(s)
      Peng Li, Toshiaki Miyazaki, Kun Wang, Song Guo and Weihua Zhuang
    • Journal Title

      IEEE Transactions on Emerging Topics in Computing

      Volume: 5 Pages: 438-448

    • DOI

      10.1109/TETC.2017.2693286

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time2017

    • Author(s)
      Peng Li, Song Guo, Toshiaki Miyazaki, Xiaofei Liao, Hai Jin, Albert Y. Zomaya, and Kun Wang
    • Journal Title

      IEEE Transactions on Parallel and Distributed Systems

      Volume: 28 Pages: 1785-1796

    • DOI

      10.1109/TPDS.2016.2626285

    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks2018

    • Author(s)
      Qihua Zhou, Peng Li, Kun Wang, Deze Zeng, Song Guo and Minyi Guo
    • Organizer
      The 32nd IEEE International Parallel and Distributed Processing Symposium (IPDPS)
    • Int'l Joint Research
  • [Presentation] Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage2018

    • Author(s)
      Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng and Song Guo
    • Organizer
      IEEE International Conference on Communications (ICC)
    • Int'l Joint Research
  • [Presentation] Big Data Synchronization among Isolated Data Servers in Disaster2017

    • Author(s)
      Kazuya Anazawa, Toshiaki Miyazaki, Peng Li, and Xiaoyan Wang
    • Organizer
      IEEE Global Communications Conference (GLOBECOM)
    • Int'l Joint Research
  • [Presentation] Traffic-aware Task Placement with Guaranteed Job Completion Time for Geo-distributed Big Data2017

    • Author(s)
      Peng Li, Toshiaki Miyazaki, and Song Guo
    • Organizer
      IEEE International Conference on Communications (ICC)
    • Int'l Joint Research

URL: 

Published: 2018-12-17  

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