articleJan 1, 2013Closed access

Big Data: Issues and Challenges Moving Forward

American University · George Washington University

Indexed incrossref

Abstract

Big data refers to data volumes in the range of exabytes (1018) and beyond. Such volumes exceed the capacity of current on-line storage systems and processing systems. Data, information, and knowledge are being created and collected at a rate that is rapidly approaching the exabyte/year range. But, its creation and aggregation are accelerating and will approach the zettabyte/year range within a few years. Volume is only one aspect of big data; other attributes are variety, velocity, value, and complexity. Storage and data transport are technology issues, which seem to be solvable in the near-term, but represent longterm challenges that require research and new paradigms. We analyze the issues and challenges as…

Citation impact

935
total citations
FWCI
73.54
Percentile
100%
References
12
Citations per year

Authors

4

Topics & keywords

Keywords
  • Big data
  • Computer science
  • Data science
  • Variety (cybernetics)
  • Volume (thermodynamics)
  • Range (aeronautics)
  • Data mining
  • Engineering
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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