Abstract
Big Data systems are often composed of information extraction, preprocessing, processing, ingestion and integration, data analysis, interface and visualization components. Different big data systems will have different requirements and as such apply different architecture design configurations. Hence a proper architecture for the big data system is important to achieve the provided requirements. Yet, although many different concerns in big data systems are addressed the notion of architecture seems to be more implicit. In this paper we aim to discuss the software architectures for big data systems considering architectural concerns of the stakeholders aligned with the quality attributes. A systematic literature review method is followed implementing a multiple-phased study selection process screening the literature in significant journals and conference proceedings.
Highlights
IntroductionVarious industries are facing challenges related to storing and analyzing large amounts of data
The requirements that are satisfied with the given architecture shall match with the quality attributes
We aim to focus on the software architectures for big data systems considering architecture design configurations derived by architectural concerns of the stakeholders aligned with the quality attributes which are implicit in design of various systems
Summary
Various industries are facing challenges related to storing and analyzing large amounts of data. Big Data Systems become nowadays a very important driver for innovation and growth, by means of the insights and information that is obtained via the excessive processing of data. Software architectures of big data systems have been previously studied sporadically/extensively. It is not easy to suggest a suitable software architecture for big data systems, when considering both the application requirements and the stakeholder concerns [1]. The architecture is constructed considering the driving quality attributes it is important to capture those and analyze how these are satisfied by an architecture [3]. The requirements that are satisfied with the given architecture shall match with the quality attributes
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