NoSQL database systems: a survey and decision guidance

被引：57

作者：

Gessert, Felix ^{[1
]}

Wingerath, Wolfram ^{[1
]}

Friedrich, Steffen ^{[1
]}

Ritter, Norbert ^{[1
]}

机构：

[1] Universität Hamburg, Hamburg, Germany

来源：

Computer Science - Research and Development | 2017年 / 32卷 / 3-4期

关键词：

Data structures - Database systems - Decision trees - Classification (of information);

D O I：

10.1007/s00450-016-0334-3

中图分类号：

学科分类号：

摘要：

Today, data is generated and consumed at unprecedented scale. This has lead to novel approaches for scalable data management subsumed under the term NoSQL database systems to handle the ever-increasing data volume and request loads. However, the heterogeneity and diversity of the numerous existing systems impede the well-informed selection of a data store appropriate for a given application context. Therefore, this article gives a top-down overview of the field: instead of contrasting the implementation specifics of individual representatives, we propose a comparative classification model that relates functional and non-functional requirements to techniques and algorithms employed in NoSQL databases. This NoSQL Toolbox allows us to derive a simple decision tree to help practitioners and researchers filter potential system candidates based on central application requirements. © 2016, Springer-Verlag Berlin Heidelberg.

引用

页码：353 / 365