Academic Journal
Application of microservices patterns to big data systems
| العنوان: | Application of microservices patterns to big data systems |
|---|---|
| المؤلفون: | Pouya Ataei, Daniel Staegemann |
| المصدر: | Journal of Big Data, Vol 10, Iss 1, Pp 1-49 (2023) |
| بيانات النشر: | SpringerOpen, 2023. |
| سنة النشر: | 2023 |
| المجموعة: | LCC:Computer engineering. Computer hardware LCC:Information technology LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | Big data, Microservices, Microservices patterns, Big data architecture, Data architecture, Data engineering, Computer engineering. Computer hardware, TK7885-7895, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | Abstract The panorama of data is ever evolving, and big data has emerged to become one of the most hyped terms in the industry. Today, users are the perpetual producers of data that if gleaned and crunched, have the potential to reveal game-changing patterns. This has introduced an important shift regarding the role of data in organizations and many strive to harness to power of this new material. Howbeit, institutionalizing data is not an easy task and requires the absorption of a great deal of complexity. According to the literature, it is estimated that only 13% of organizations succeeded in delivering on their data strategy. Among the root challenges, big data system development and data architecture are prominent. To this end, this study aims to facilitate data architecture and big data system development by applying well-established patterns of microservices architecture to big data systems. This objective is achieved by two systematic literature reviews, and infusion of results through thematic synthesis. The result of this work is a series of theories that explicates how microservices patterns could be useful for big data systems. These theories are then validated through expert opinion gathering with 7 experts from the industry. The findings emerged from this study indicates that big data architectures can benefit from many principles and patterns of microservices architecture. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2196-1115 |
| Relation: | https://doaj.org/toc/2196-1115 |
| DOI: | 10.1186/s40537-023-00733-4 |
| URL الوصول: | https://doaj.org/article/422e3c02bb254eedbdc172606b1bc253 |
| رقم الانضمام: | edsdoj.422e3c02bb254eedbdc172606b1bc253 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 21961115 |
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| DOI: | 10.1186/s40537-023-00733-4 |