• DocumentCode
    3587319
  • Title

    Early Experience with Model-Driven Development of MapReduce Based Big Data Application

  • Author

    Rajbhoj, Asha ; Kulkarni, Vinay ; Bellarykar, Nikhil

  • Author_Institution
    Tata Consultancy Services, Pune, India
  • Volume
    1
  • fYear
    2014
  • Firstpage
    94
  • Lastpage
    97
  • Abstract
    With internet becoming increasingly pervasive, data analytics is playing increasingly critical role in the business. Data to be analyzed exists in large quantity and in multiple formats. Many technologies exist to support Big Data analytics. However, they remain somewhat of a challenge for average developer to use. It´s been seen that model-driven development (MDD) approach can eliminate accidental complexity to a large extent. We discuss MDD approach for development of MapReduce based Big Data applications, its efficacy and lessons learnt.
  • Keywords
    Big Data; Internet; parallel processing; software engineering; Big Data analytics; Internet; MDD approach; MapReduce based Big Data application; model-driven development; Analytical models; Big data; Business; Complexity theory; Data analysis; Data models; IPTV; Big Data; MapReduce; Meta-model; Model-driven engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering Conference (APSEC), 2014 21st Asia-Pacific
  • ISSN
    1530-1362
  • Print_ISBN
    978-1-4799-7425-2
  • Type

    conf

  • DOI
    10.1109/APSEC.2014.23
  • Filename
    7091296