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高性能过滤的语义分析图

High-Performance Analysis of Filtered Semantic Graphs
作者:Aydin Buluc Armando Fox John Gilbert Shoaib Ashraf Kamil Adam Lugowski Leonid Oliker Samuel Williams 作者单位:Electrical Engineering and Computer Sciences University of California at Berkeley 加工时间:2014-02-21 信息来源:EECS 索取原文[12 页]
关键词:高性能过滤;语义分析
摘 要:High performance is a crucial consideration when executinga complex analytic query on a massive semantic graph. In asemantic graph, vertices and edges carry \attributes" of various types. Analytic queries on semantic graphs typicallydepend on the values of these attributes; thus, the computation must either view the graph through a lter thatpasses only those individual vertices and edges of interest,or else must rst materialize a subgraph or subgraphs consisting of only the vertices and edges of interest. The ltered approach is superior due to its generality, ease of use, and memory eciency, but may carry a performance cost.
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