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首页> 外文期刊>IEEE Transactions on Knowledge and Data Engineering >Storing and Indexing Spatial Data in P2P Systems
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Storing and Indexing Spatial Data in P2P Systems

机译:在P2P系统中存储和索引空间数据

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摘要

The peer-to-peer (P2P) paradigm has become very popular for storing and sharing information in a totally decentralized manner. At first, research focused on P2P systems that host 1D data. Nowadays, the need for P2P applications with multidimensional data has emerged, motivating research on P2P systems that manage such data. The majority of the proposed techniques are based either on the distribution of centralized indexes or on the reduction of multidimensional data to one dimension. Our goal is to create from scratch a technique that is inherently distributed and also maintains the multidimensionality of data. Our focus is on structured P2P systems that share spatial information. We present SpatialP2P, a totally decentralized indexing and searching framework that is suitable for spatial data. SpatialP2P supports P2P applications in which spatial information of various sizes can be dynamically inserted or deleted, and peers can join or leave. The proposed technique preserves well locality and directionality of space.
机译:对等(P2P)范式已变得非常流行,以完全分散的方式存储和共享信息。首先,研究集中在托管1D数据的P2P系统上。如今,出现了对具有多维数据的P2P应用程序的需求,这激发了对管理此类数据的P2P系统的研究。大多数提议的技术基于集中式索引的分布或将多维数据缩减为一维。我们的目标是从头开始创建一种固有分布的技术,并保持数据的多维性。我们的重点是共享空间信息的结构化P2P系统。我们介绍了SpatialP2P,这是一种完全分散的索引和搜索框架,适用于空间数据。 SpatialP2P支持P2P应用程序,其中可以动态插入或删除各种大小的空间信息,并且对等方可以加入或离开。所提出的技术保留了良好的空间局部性和方向性。

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