使用雅虎云服务基准测试工具对Redis和HBase NoSQL数据库进行基准测试

IF 0.3 Q4 MATHEMATICS Annales Mathematicae et Informaticae Pub Date : 2023-01-01 DOI:10.33039/ami.2022.12.006
Mustafa Alzaidi, Anikó Vágner
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引用次数: 1

摘要

. 随着在线应用程序对可扩展和灵活的数据存储的需求增加,非结构化查询语言(NoSQL)数据库与应用程序开发人员的关系越来越密切。每个NoSQL数据库系统都提供适合特定类型应用程序的特性。因此,开发人员必须根据应用程序的需要仔细选择。Redis是一个键值NoSQL数据库,提供快速的数据访问。另一方面,Apache HBase数据库是一个面向列的数据库,它提供了可伸缩性和快速的数据访问,在某些类型的应用程序中是Redis的一个很有前途的替代品。在这篇研究论文中,我们的目标是使用雅虎云服务基准(YCSB)来比较两个数据库(Redis和HBase)的性能。开发YCSB平台是为了确定两个数据库在不同工作负载下的吞吐量。本文用六种工作负载和不同的线程对这些NoSQL数据库进行了评估。
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Benchmarking Redis and HBase NoSQL Databases using Yahoo Cloud Service Benchmarking tool
. The Not Structured Query Language (NoSQL) databases have become more relevant to applications developers as the need for scalable and flexible data storage for online applications has increased. Each NoSQL database system provides features that fit particular types of applications. Thus, the developer must carefully select according to the application’s needs. Redis is a key-value NoSQL database that provides fast data access. On the other hand, the Apache HBase database is a column-oriented database that offers scalability and fast data access, is a promising alternative to Redis in some types of applications. In this research paper, the goal is to use the Yahoo Cloud Serving Benchmark (YCSB) to compare the performance of two databases (Redis and HBase). The YCSB platform has been developed to determine the throughput of both databases against different workloads. This paper evaluates these NoSQL databases with six workloads and varying threads.
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