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
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;
Conference_Titel :
Software Engineering Conference (APSEC), 2014 21st Asia-Pacific
Print_ISBN :
978-1-4799-7425-2
DOI :
10.1109/APSEC.2014.23