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
Link To Document