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International Journal of Computer Engineering in Research Trends. Scholarly, Peer-Reviewed,Open Access and Multidisciplinary

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Challenges and outlook with Big Data

B.Asha Singh, M.Sri Lakshmi, Dr S.Prem Kumar, ,
(M.Tech), CSE, Assistant professor Department of Computer Science and Engineering
Assistant Professor, Department of Computer Science and Engineering
Professor & HOD, Department of computer science and engineering, G.Pullaiah College of Engineering and Technology, Kurnool, Andhra Pradesh, India.

In this paper we have penetrate an era of Big Data. Through better analysis of the large volumes of data that are becoming available, there is the potential for making faster advances in many scientific disciplines and improving the profitability and success of many enterprises. However, many technical challenges described in this paper must be addressed before this potential can be realized fully. The challenges include not just the obvious issues of scale, but also heterogeneity, lack of structure, error-handling, privacy, timeliness, provenance, and visualization, at all stages of the analysis pipeline from data acquisition to result interpretation.

B.Asha Singh,M.Sri Lakshmi,Dr S.Prem Kumar."Challenges and outlook with Big Data". International Journal of Computer Engineering In Research Trends (IJCERT) ,ISSN:2349-7084 ,Vol.2, Issue 08,pp.505-515, August - 2015, URL :,

Keywords : Bigdata, Processing Pipeline, Data Integration, Aggregation, and Representation.

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