以低通信开销验证空间天际线查询

H. Lo, Gabriel Ghinita
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引用次数: 7

摘要

随着云计算和基于位置的服务的出现,空间数据的所有者(例如,地理标记照片的集合,社交网络位置签到等)可以选择将存储和查询处理等服务外包给云服务提供商。然而,这些服务的提供者不被信任来正确执行查询,因此必须向客户保证结果是可信的。因此,需要对数据库查询进行身份验证,以确保云提供商提供的结果的正确性和完整性。在实践中比较突出的一种空间查询类型是空间天际线查询(SSQ),它允许客户根据特定的首选项检索结果。在本文中,我们提出了一种验证空间天际线查询的解决方案,与现有解决方案(MR-Trees)相比,该解决方案侧重于降低通信成本。通过使用灵活的领域划分和有效的启发式方法,我们获得了比现有技术低三倍的通信成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Authenticating spatial skyline queries with low communication overhead
With the emergence of cloud computing and location-based services, owners of spatial data (e.g., collections of geo-tagged photos, social network location check-ins, etc.) have the option to outsource services such as storage and query processing to a cloud service provider. However, providers of such services are not trusted to properly execute queries, so clients must be given assurance that the results are trustworthy. Therefore, authentication of database queries is needed to ensure correctness and completeness of the results provided by the cloud provider. One type of spatial query that is prominent in practice is the spatial skyline query (SSQ), which allows clients to retrieve results according to specific preferences. In this paper, we propose a solution for authenticating spatial skyline queries that focuses on reducing communication cost compared to existing solutions (MR-Trees). By using a flexible partitioning of the domain coupled with an efficient heuristic, we obtain communication costs that are up to three times lower than existing state-of-the-art.
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