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Gateway-based access interface management in big data platform

机译:大数据平台中基于网关的访问接口管理

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Nowadays, there has been a massive data explosion coming from various devices sensors, social networks and IoT services. Due to big data analytics platforms, users can store, organize, and process these large sets of data to solve different issues in different domains. However, the current big data platforms still have many drawbacks. Among the limitations, managing access interfaces, an important process of analytic service development, needs to be improved significantly. The main reason is that the emergence of too many systems recently has been making the process become more and more complicated and costly. Therefore, we propose here a system related to the field of big data management, in particular to interface management to allow end-users to use easily their desired functions including metadata and data accessing. It also helps platform managers to extend and modify effortlessly the access interfaces. A case study on log analytic service is conducted to verify the validation and practice use of our system.
机译:如今,各种设备传感器,社交网络和物联网服务引起了巨大的数据爆炸。由于有了大数据分析平台,用户可以存储,组织和处理这些大数据集,以解决不同域中的不同问题。但是,当前的大数据平台仍然存在许多弊端。在局限性之中,访问接口的管理是分析服务开发的重要过程,需要大大改善。主要原因是最近出现了太多的系统,这使得该过程变得越来越复杂和昂贵。因此,我们在这里提出一种与大数据管理领域有关的系统,特别是与界面管理有关的系统,以允许最终用户轻松使用其所需的功能,包括元数据和数据访问。它还可以帮助平台管理员轻松地扩展和修改访问界面。进行了日志分析服务的案例研究,以验证我们系统的有效性和实践性。

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