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The collaborative management system of computing and networking resources for multimedia big data

Research Project

Project/Area Number 16F16349
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section外国
Research Field Information network
Research InstitutionNagoya University

Principal Investigator

加藤 ジェーン  名古屋大学, 情報学研究科, 准教授 (70251882)

Co-Investigator(Kenkyū-buntansha) QI HENG  名古屋大学, 情報科学研究科, 外国人特別研究員
Project Period (FY) 2016-11-07 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2017: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 2016: ¥700,000 (Direct Cost: ¥700,000)
KeywordsMultimedia big data / Learning to hash / Multimedia Big Data / Nearest Neighbor Search / SDN / Hadoop, Spark
Outline of Annual Research Achievements

Based on the research plan, we focus on two issues in the multimedia big data processing platform. The firs issue is about the learning to hash algorithms for multimedia big data computing. The second issue is about the optimization method of cost-performance trade-off for distributed multimedia processing. We proposed a new weighted asymmetric ranking algorithm and a basic cost-performance trade-off optimization model for these two issues, respectively. In this year, we have published two papers in international journals.

Research Progress Status

29年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

29年度が最終年度であるため、記入しない。

Report

(2 results)
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (6 results)

All 2018 2017

All Journal Article (3 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (3 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey2018

    • Author(s)
      Yuan Cao, Heng Qi, Wenrui Zhou, Jien Kato, Keqiu Li, Xiulong Liu and Jie Gui
    • Journal Title

      IEEE Access

      Volume: 6 Pages: 2039-2054

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Hash Ranking With Weighted Asymmetric Distance for Image Search2017

    • Author(s)
      Yuan Cao, Heng Qi, Jien Kato, and Keqiu Li
    • Journal Title

      IEEE Transactions on Computational Imaging

      Volume: 3 Pages: 1008-1019

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] AJSR: an Efficient Multiple Jumps Forwarding Scheme in Software-Defined WAN2017

    • Author(s)
      Xiaodong Dong, Zhiqiang Guo, Xiaobo Zhou, Heng Qi, Keqiu Li
    • Journal Title

      IEEE Access

      Volume: 5 Pages: 3139-3148

    • DOI

      10.1109/access.2017.2670683

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Efficient Indexing and Search Algorithms for Large-Scale and High-Dimensional Data.2017

    • Author(s)
      Chuanfu Yang, Zhiyang Li, Wenyu Qu, Heng Qi, Wei Jiang
    • Organizer
      The 14th International Symposium on Pervasive Systems, Algorithms, and Networks
    • Place of Presentation
      Exeter, UK
    • Year and Date
      2017-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Fast Algorithm for Mining Probabilistic Frequent Itemsets based on Expectation Bound on Uncertain Database2017

    • Author(s)
      Lihai Nie, Zhiyang Li, Heng Qi, Wenyu Qu
    • Organizer
      The 14th International Symposium on Pervasive Systems, Algorithms, and Networks
    • Place of Presentation
      Exeter, UK
    • Year and Date
      2017-06-21
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] More Peak, Less Differentiation: Towards A Pricing-aware Online Control Framework for Inter-Datacenter Transfers2017

    • Author(s)
      Wenxin Li, Xiaobo Zhou, Keqiu Li, Heng Qi, Deke Guo
    • Organizer
      The 37th IEEE International Conference on Distributed Computing Systems
    • Place of Presentation
      Atlanta, GA, USA
    • Year and Date
      2017-06-05
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

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Published: 2016-11-08   Modified: 2024-03-26  

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