A general perspective of Big Data: applications, tools, challenges and trends View Full Text


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Article Info

DATE

2016-08

AUTHORS

Lisbeth Rodríguez-Mazahua, Cristian-Aarón Rodríguez-Enríquez, José Luis Sánchez-Cervantes, Jair Cervantes, Jorge Luis García-Alcaraz, Giner Alor-Hernández

ABSTRACT

Big Data has become a very popular term. It refers to the enormous amount of structured, semi-structured and unstructured data that are exponentially generated by high-performance applications in many domains: biochemistry, genetics, molecular biology, physics, astronomy, business, to mention a few. Since the literature of Big Data has increased significantly in recent years, it becomes necessary to develop an overview of the state-of-the-art in Big Data. This paper aims to provide a comprehensive review of Big Data literature of the last 4 years, to identify the main challenges, areas of application, tools and emergent trends of Big Data. To meet this objective, we have analyzed and classified 457 papers concerning Big Data. This review gives relevant information to practitioners and researchers about the main trends in research and application of Big Data in different technical domains, as well as a reference overview of Big Data tools. More... »

PAGES

3073-3113

References to SciGraph publications

  • 2014-04. Big Data: A Survey in MOBILE NETWORKS AND APPLICATIONS
  • 2014. Benchmarking Spatial Big Data in SPECIFYING BIG DATA BENCHMARKS
  • 2014. BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking in ADVANCING BIG DATA BENCHMARKS
  • 2006. Plants as Source of Medicines in MEDICINAL AND AROMATIC PLANTS
  • 2013-06. Biology: The big challenges of big data in NATURE
  • 2011-12. Towards big data science in the decade ahead from ten years of InCoB and the 1st ISCB-Asia Joint Conference in BMC BIOINFORMATICS
  • 2013. OLAP*: Effectively and Efficiently Supporting Parallel OLAP over Big Data in MODEL AND DATA ENGINEERING
  • 2014-11. Open data and open code for big science of science studies in SCIENTOMETRICS
  • 2013-12. Statistical wavelet-based anomaly detection in big data with compressive sensing in EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
  • 2014. Big Data Cleaning in WEB TECHNOLOGIES AND APPLICATIONS
  • 2013. A Survey on Benchmarks for Big Data and Some More Considerations in INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING – IDEAL 2013
  • 2010-09. Computational solutions to large-scale data management and analysis in NATURE REVIEWS GENETICS
  • Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/s11227-015-1501-1

    DOI

    http://dx.doi.org/10.1007/s11227-015-1501-1

    DIMENSIONS

    https://app.dimensions.ai/details/publication/pub.1023646985


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