NoSQL数据库中CRUD操作测试的新模型

2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA) Pub Date : 2016-03-23 DOI:10.1109/AINA.2016.147

M. T. González-Aparicio, M. Younas, J. Tuya, Ruben Casado

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引用次数: 14

摘要

NoSQL数据库在数据处理方面提供了高可用性和高效率，但以一致性较弱为代价。在本文中，我们提出了一种新的方法来测试NoSQL键/值数据库，特别是它们的CRUD操作。我们设计了一个新的上下文感知模型，该模型考虑了客户端(用户)和NoSQL数据库系统的上下文需求。因此，我们开发了一个事务模型和测试标准，以便通过考虑事务性和非事务性CRUD操作来测试NoSQL数据库。测试标准的结果用于分析NoSQL数据库的可用性和一致性之间的权衡。此外，它们还用于帮助NoSQL数据库用户和开发人员在事务性和非事务性CRUD操作之间进行选择。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A New Model for Testing CRUD Operations in a NoSQL Database

NoSQL databases provide high availability and efficiency in data processing but at the expense of weaker consistency. In this paper, we propose a new approach in order to test NoSQL key/value databases in general and their CRUD operations in particular. We design a new context-aware model that takes into account the contextual requirements of clients (users) and the NoSQL database system. Accordingly, we develop a transaction model and testing criteria in order to test NoSQL databases by taking into account transactional and non-transactional CRUD operations. Results from testing criteria are used to analyse the trade-off between availability and consistency of NoSQL databases. In addition, these are used to help NoSQL database users and developers to choose between transactional and non-transactional CRUD operations.

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来源期刊

2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA)

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