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Containerized SQL Query Evaluation in a Cloud

机译:云中的容器化SQL查询评估

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Recent advance in cloud computing and light-weight software container technology opens up opportunities to execute data intensive applications where data is located. Noticeably, current database services offered on cloud platforms have not fully utilized container technologies. In this paper we present an architecture of a cloud-based, relational database as a service (DBaaS) that can package and deploy a query evaluation plan using light-weight container technology and the underlying cloud storage system. We then focus on an example of how a select-join-project-order query can be containerized and deployed in ZeroCloud. Our preliminary experimental results confirm that a containerized query can achieve a high degree of elasticity and scalability, but effective mechanisms are needed to deal with data skew.
机译:云计算和轻量级软件容器技术的最新进展为执行数据密集型应用程序提供了机会。值得注意的是,当前在云平台上提供的数据库服务尚未充分利用容器技术。在本文中,我们提出了一种基于云的关系数据库即服务(DBaaS)的体系结构,该体系结构可以使用轻量级容器技术和底层云存储系统来打包和部署查询评估计划。然后,我们关注一个示例,该示例说明如何将select-join-project-order查询容器化并部署到ZeroCloud中。我们的初步实验结果证实,容器化查询可以实现高度的弹性和可伸缩性,但是需要有效的机制来处理数据倾斜。

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