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PANDA: A System for Partial Topology-based Search on Large Networks

机译:PANDA:大型网络上基于部分拓扑的搜索系统

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A large body of research on subgraph query processing on large networks assumes that a query is posed in the form of a connected graph. Unfortunately, end users in practice may not always have precise knowledge about the topological relationships between nodes in a query graph to formulate a connected query. In this demonstration, we present a novel graph querying paradigm called partial topology-based network search and a query processing system called panda to efficiently find top-k matches of a partial topology query (ptq) in a single machine. A ptq is a disconnected query graph containing multiple connected query components. ptqs allow an end user to formulate queries without demanding precise information about the complete topology of a query graph. We demonstrate various innovative features of panda and its promising performance.
机译:关于大型网络上的子图查询处理的大量研究都假设以连接图的形式提出查询。不幸的是,最终用户在实践中可能并不总是具有关于查询图中的节点之间的拓扑关系的精确知识,以制定连接的查询。在本演示中,我们提出了一种新颖的图查询范例,称为基于局部拓扑的网络搜索,以及一个名为panda的查询处理系统,可在单个计算机中有效地查找局部拓扑查询(ptq)的前k个匹配项。 ptq是一个断开的查询图,其中包含多个连接的查询组件。 ptqs允许最终用户制定查询而无需要求有关查询图的完整拓扑的精确信息。我们展示了熊猫的各种创新功能及其有前途的性能。

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