• DocumentCode
    3579167
  • Title

    Latest Progress and Infrastructure Innovations of Big Data Technology

  • Author

    Shangyi Chen ; Wei Li ; Min Li ; Xiaofei Zhang ; Yue Min

  • Author_Institution
    Univ. of Chinese Acad. of Sci., Beijing, China
  • fYear
    2014
  • Firstpage
    8
  • Lastpage
    15
  • Abstract
    With the constantly emerging of new ways to release information on the internet, together with the rise of several other technologies such as cloud computing and the internet of things, data is explosively growing at an unprecedented speed, manifesting the coming of the era of big data. Facing the challenge of large-scale, demand diversity and real-time processing for big data, the efficient processing technology has become the core issue of research in the big data field. This paper elaborates in detail the key technologies dealing with big data processing as distributed computing technology, incremental processing technology, stream computing technology, etc., analyses and summaries the mainstream technology platform and system of big data represented by Hadoop, and finally introduces the latest infrastructure innovation progress driven by big data in the last part, including GPU acceleration technology, Software Defined Flash (SDF), etc..
  • Keywords
    Big Data; Internet of Things; cloud computing; distributed processing; GPU acceleration technology; Hadoop; Internet of Things; big data processing; big data technology; cloud computing; distributed computing technology; incremental processing technology; infrastructure innovations; software defined flash; stream computing technology; Big data; Google; Hardware; Internet; Servers; Software; Technological innovation; Big Data; Hadoop; Incremental Processing; Infrastructure; MapReduce; Stream Computing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Computing and Big Data (CCBD), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/CCBD.2014.25
  • Filename
    7062865