Heterogeneous graph learning-based unified network representation

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United States of America

PATENT NO 12231300
APP PUB NO 20240422069A1
SERIAL NO

18334735

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Abstract

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A heterogeneous graph learning system generates and analyzes network implementations. The heterogeneous graph learning system includes obtaining information describing multiple network implementations including heterogeneous nodes. The heterogeneous graph learning system also includes generating a one-hop graph connecting a particular node of the heterogeneous nodes with a set of related nodes. The one-hop graph connects the particular node with the set of related nodes via corresponding edges. The heterogeneous graph learning system further includes transforming the one-hop graph into a weighted graph based on a Dynamic Meta Path Transformation (DMPT). In the DMPT, each of the corresponding edges connecting the particular node to a corresponding related node among the set of related nodes is associated with a corresponding weight.

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Patent Owner(s)

  • CISCO TECHNOLOGY, INC.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Shao, Qihong Clyde Hill, US 18 20
Sun, Pengfei Reno, US 53 681
White,, Jr David C St. Petersburg, US 101 581

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