• DocumentCode
    3756238
  • Title

    Migration from HPC-Based Data Processing Systems to Cloud-Computing Based Data Mining Systems

  • Author

    Jun Ni;Ying Chen;Jie Sha;Minghuan Zhang

  • Author_Institution
    Big Data &
  • fYear
    2015
  • Firstpage
    181
  • Lastpage
    187
  • Abstract
    This paper reflects of experimental efforts in system structure design with brief review and considerations various system characteristics. The study reports our progress of how to migrate a system with either OLTP or OLAP and their simply combination, through HPC-oriented data processing system to HPC-enhanced, cloud-configured system for big data processing and data mining. The system is also equipped with IBM supported big data technology. The experimental system provides an insight into small-middle scaled system structure and implementations for research and/or teaching-purposed system platform for higher education.
  • Keywords
    "Data mining","Computers","Systems architecture","Switches","Big data","Data warehouses"
  • Publisher
    ieee
  • Conference_Titel
    Internet Computing for Science and Engineering (ICICSE), 2015 Eighth International Conference on
  • Type

    conf

  • DOI
    10.1109/ICICSE.2015.40
  • Filename
    7422477