经过身份验证和持久的跳过图:一种基于云的以数据为中心的应用程序的数据结构

T. P. Shabeera, P. Chandran, S. D. M. Kumar
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引用次数: 17

摘要

云计算已经发展成为一种流行的计算环境。在托管在云上的以数据为中心的应用程序中,以纯粹分布式的方式访问和更新数据。用于动态存储此类应用程序数据的分布式数据结构需要两个基本特性,即身份验证和持久性,而现有的分布式数据结构并不能完全满足这两个特性。身份验证是云上使用的数据结构的关键要求,因为用户需要确信他们收到的数据的有效性。此外,数据结构必须是持久的,这样就可以对数据结构进行更改,而不会丢失旧数据或数据结构的旧版本,这可能是分布式环境中不同用户所需要的。在本文中,我们提出了认证和持久跳跃图,这是现有跳跃图的一个增强版本。它基于基于事件的模型,以满足分布式数据中心应用程序的需求。跳图是基于跳表的随机数据结构,建议用于分布式应用程序。但是跳过图既不是持久的,也不是经过身份验证的。这里采用胖节点技术来提供持久性,并使用基于角色的访问控制和加密方案来确保有效的数据更新和验证检索数据的有效性。我们的数据结构在时间和空间复杂性方面被证明是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Authenticated and persistent skip graph: a data structure for cloud based data-centric applications
Cloud computing has evolved as a popular computing environment. In data centric applications hosted on the cloud, data is accessed and updated in a purely distributed manner. The distributed data structures used for dynamic storage of the data for such applications require two fundamental qualities, authentication and persistence, which are not completely met by existing distributed data structures. Authentication is a crucial requirement for data structures used on the cloud, as users need to be convinced about the validity of the data they receive. Moreover the data structure has to be persistent, so that changes can be made to the data structure without losing old data, or old versions of the data structure, which may be required by different users in the distributed environment. In this paper we present authenticated and persistent skip graph, an enhanced variant of the existing skip graph. It is based on an event based model, to correspond to the distributed data centric application requirements. Skip graphs are randomized data structures based on skip lists, proposed for use in distributed applications. But skip graphs are neither persistent nor authenticated. The fat node technique is adapted here for providing persistence, and a role based access control, with a cryptographic scheme is used to ensure valid data update and verify the validity of the retrieved data. Our data structure is proved to be efficient in terms of time and space complexities.
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