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US Patent 11843513 Heterogeneous graph clustering using a pointwise mutual information criterion

Patent 11843513 was granted and assigned to Google on December, 2023 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
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Patent attributes

Patent Applicant
Google
Google
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Current Assignee
Google
Google
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
118435130
Patent Inventor Names
Oleg Golubitsky0
Pushkarini Hemchandra Agharkar0
Dake He0
Date of Patent
December 12, 2023
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Patent Application Number
177994280
Date Filed
February 24, 2020
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Patent Citations
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US Patent 8959643 Detecting malware infestations in large-scale networks
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US Patent 9009192 Identifying central entities
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Patent Primary Examiner
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Muhammad Raza
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CPC Code
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G06F 3/0484
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H04L 63/1441
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H04L 63/1425
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H04L 41/12
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H04L 41/142
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Patent abstract

Systems and methods of enforcing policies in a computer environment for content distribution using pointwise mutual information (PMI) based clustering are provided. The system can maintain a network of nodes representing a plurality of assets. Upon detecting that an asset is associated with a policy label, the system can identify attributes of the asset and compute a PMI score indicating whether nodes of the network sharing the attributes belong to a single content source. Upon determining that the PMI score exceeds a predefined threshold value, the system can identify a cluster of nodes including the nodes sharing the attributes. The system can tag the cluster, for example, as being associated with a content source that is associated with the policy label.

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