Abstract
AbstractBig 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.
Publisher
Springer Science and Business Media LLC
Reference34 articles.
1. Gorton I, Klein J. Distribution, data, deployment: software architecture convergence in big data systems. IEEE Softw. 2014;32(3):78–85.
2. Atkins D, Best D, Briss PA, Eccles M, Falck-Ytter Y, Flottorp S, et al. Grading quality of evidence and strength of recommendations. BMJ. 2004;328(7454):1490. https://doi.org/10.1136/bmj.328.7454.1490.
3. Angelow S, Grefen P, Greefhorst D. A classification of software reference architectures: analyzing their success and effectiveness. In: Joint working IEEE/IFIP conference on Software Architecture & European Conference on software architecture; 2009. p. 141–50.
4. Gölzer P, Cato P, Amberg M. Data Processing Re- quirements of Industry 4.0 - Use Cases for Big Data Ap- plications. In: Proceedings of the 23th European Confer- ence on Information Systems (ECIS), paper 61; 2015.
5. Tan et al., 2015 C. Tan, L. Sun, K. Liu Big data architecture for pervasive healthcare: a literature review Proceedings of the Twenty-Third European Conference on Information Systems, Münster, Germany, 2015:26–29.
Cited by
28 articles.
订阅此论文施引文献
订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献