VDMS: A Vector Data Management System for GIS Applications

Xuhui Liu, Shubin Zhang, Jin He, Jizhong Han, Chengde Han, Zhiyong Xu
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引用次数: 1

Abstract

Traditionally, vector data management in geographic information system (GIS) applications often relies on general purposed database systems. However, the strict ACID semantics kept by database systems are not always necessary for most GIS applications to handle data in read-only mode. With the increasing quantity of vector data, the semantics mismatch has been becoming a critical challenge in keeping efficiency of GIS data management. In this paper, we propose VDMS, a Vector Data Management System, which managing data directly based on file systems. We first provide an improved mechanism to store vector data as standard shapefiles in individual regions. And we present specific APIs for spatial and non-spatial queries. Our experiment results demonstrate that VDMS can benefit the importing and query operations of vector data significantly compared to PostgreSQL.
VDMS:用于GIS应用的矢量数据管理系统
传统上,地理信息系统(GIS)中的矢量数据管理往往依赖于通用的数据库系统。然而,对于大多数GIS应用程序以只读模式处理数据来说,数据库系统保留的严格的ACID语义并不总是必需的。随着矢量数据量的不断增加,语义不匹配已成为影响GIS数据管理效率的关键问题。本文提出了一种基于文件系统直接管理数据的矢量数据管理系统VDMS。我们首先提供了一种改进的机制,将矢量数据存储为单个区域的标准形状文件。我们还提供了用于空间和非空间查询的特定api。实验结果表明,与PostgreSQL相比,VDMS在矢量数据的导入和查询操作上有明显的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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