Graph data searching method and device

A search method and graph data technology, applied in the computer field, can solve problems such as waste of computer storage resources

Active Publication Date: 2015-04-08
BEIHANG UNIV +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In order to avoid the resource consumption caused by the traditional search mechanism, a data sampling query (BlinkDB) technology is proposed in the prior art, which uses a specific sampling algorithm to continuously sample the original graph data, establishes graph data samples and maintains them, and then Get the corresponding search results
[0004] However, the prior art data sampling query (BlinkDB) technology needs to use additional storage overhead to maintain graph data samples, which largely wastes computer storage resources

Method used

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Embodiment Construction

[0084] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0085] The embodiments of the present invention are applicable to the scenario of searching large-scale graph data, and are particularly applicable to the scenario of computing nodes in a distributed computing system performing graph data search. The distributed computing system includes at least one computing node, which may be, for example, a co...

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Abstract

The embodiment of the invention provides a graph data searching method and device. The method comprises the following steps that inquiry requests are obtained, wherein the inquiry requests include inquiry conditions carrying starting graph nodes, and the inquiry requests are used for inquiring first graph nodes to be inquired matched with the inquiry conditions in an inquiry graph data set; the association relationship including the second graph nodes to be inquired and the second graph nodes to be inquired not meeting the inquiry conditions in the graph data set are filtered according to the inquiry condition and the preset available resource condition, so that a stipulation sub graph is obtained; the stipulation sub graph includes initial graph nodes, the first graph nodes to be inquired matched with the inquiry condition and the association relationship between the initial graph nodes and the first graph nodes to be inquired; the stipulation sub graph is inquired through the inquiry conditions to obtain the first graph nodes to be inquired. The method provided by the invention has the advantages that the graph data searching efficiency is improved, and in addition, memory resources and time resource of a computer are saved.

Description

technical field [0001] The embodiments of the present invention relate to computer technology, and in particular to a method and device for searching graph data. Background technique [0002] With the continuous development of computer technology, the amount of data processed by computers is gradually increasing, and the current era of big data is also an era of prosperity and development of graph data, where graph data is data that is related to each other. Based on this, computers often need to analyze a large amount of big data, and obtain accurate search results through the consumption of a large amount of time resources and computer storage resources. [0003] In order to avoid the resource consumption caused by the traditional search mechanism, a data sampling query (BlinkDB) technology is proposed in the prior art, which uses a specific sampling algorithm to continuously sample the original graph data, establishes graph data samples and maintains them, and then Get t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/2458G06F16/00G06F16/24537G06F16/951G06F16/2471G06F16/9024G06F16/90335
Inventor 樊文飞王欣吴颖徽
Owner BEIHANG UNIV
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