Geodesic
Big Data Research and Application - A Systematic Literature Review
Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 073-114.

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In the recent years Big Data has become a research topic for both academia and industry. Given the data value for applications in different domains, as well as the business value of the data per se, there is an urgent need for solid end-to-end, data-driven and data-oriented solutions to guide strategic decisions. Such solutions should include a set of mechanisms for runtime adaptations across the complete data lifecycle of Big Data Value Chain. Thus, advanced data functions enabling data to be structured, cleaned, stored, aggregated, modelled, processed, and analyzed are needed. Considering the significant value of Big Data, this paper presents a systematic literature review. Its main goal is to provide a holistic view of Big Data challenges as a result of a thorough analysis of state-of-the-art research and applications. ACM Computing Classification System (1998): Y.1.0, Z.2.1.
Keywords: Big Data, Big Data Value Chain, State-of-the-Art 
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Petrova-Antonova, Dessislava; Ilieva, Sylvia; Pavlova, Irena. Big Data Research and Application - A Systematic Literature Review. Serdica Journal of Computing, Tome 11 (2017) no. 2, pp. 073-114. http://geodesic.mathdoc.fr/item/SJC_2017_11_2_a1/