Performance and usability enhancements for continuous subgraph matching queries on graph-structured data

Choudhury, Sutanay; Chin, George; Agarwal, Khushbu; Beus, Sherman J.

Performance and usability enhancements for continuous subgraph matching queries on graph-structured data

Patent · Tue Oct 20 00:00:00 EDT 2020

OSTI ID:1771538

Choudhury, Sutanay; Chin, George; Agarwal, Khushbu; Beus, Sherman J.

A query graph, which includes vertices and edges, represents a query on graph-structured data. The query graph is decomposed into query subgraphs. A network analysis tool performs continuous subgraph matching queries to facilitate analysis of computer network traffic, social media events, or other streams of data represented as a dynamic data graph (graph-structured data). This can help identify emerging trends in the data. Some features of the network analysis tool enhance performance by effectively utilizing distributed computing resources (including processing cores and memory at different nodes of a cluster) to speed up the process of updating the dynamic data graph and detecting matches of query subgraphs. Features of a query graph building tool enhance usability by providing intuitive ways to specify query graphs and their subgraphs. Features of a results visualization tool enhance usability by providing an intuitive way to present the results of continuous subgraph matching queries.

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Research Organization:: Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)

Sponsoring Organization:: USDOE

DOE Contract Number:: AC05-76RL01830

Assignee:: Battelle Memorial Institute (Richland, WA)

Patent Number(s):: 10,810,210

Application Number:: 15/594,376

OSTI ID:: 1771538

Country of Publication:: United States

Language:: English

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