• DocumentCode
    3733823
  • Title

    Spark: A Big Data Processing Platform Based on Memory Computing

  • Author

    Zhijie Han;Yujie Zhang

  • Author_Institution
    Inst. of Data &
  • fYear
    2015
  • Firstpage
    172
  • Lastpage
    176
  • Abstract
    Spark is a memory-based computing framework which has a better ability of computing and fault tolerance, supports batch, interactive, iterative and flow calculations. In this paper, we analyze the Spark´s primary framework, core technologies, and point out the advantages and disadvantages of the Spark. In the end, we make a discussion for the future trends of the Spark technologies.
  • Keywords
    "Sparks","Fault tolerance","Fault tolerant systems","Algorithm design and analysis","Motion pictures","Optimization","Machine learning algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Parallel Architectures, Algorithms and Programming (PAAP), 2015 Seventh International Symposium on
  • ISSN
    2168-3042
  • Type

    conf

  • DOI
    10.1109/PAAP.2015.41
  • Filename
    7387321
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3733823