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US Patent 11379270 Clustering tenants based on tenancy knowledge graph

Patent 11379270 was granted and assigned to SAP SE on July, 2022 by the United States Patent and Trademark Office.

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Is a
Patent
Patent
0

Patent attributes

Patent Applicant
SAP SE
SAP SE
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Current Assignee
SAP SE
SAP SE
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Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
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Patent Number
113792700
Patent Inventor Names
Mayank Tiwary0
Shashank Mohan Jain0
Date of Patent
July 5, 2022
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Patent Application Number
171037870
Date Filed
November 24, 2020
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Patent Citations
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US Patent 10616134 Prioritizing resource hosts for resource placement
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US Patent 10296262 Aligning tenant resource demand in a multi-tier storage environment
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US Patent 10230591 Network resource governance in multi-tenant datacenters
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Patent Primary Examiner
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Hamza N Algibhah
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CPC Code
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G06K 9/6218
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G06N 3/04
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G06N 5/02
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G06F 9/45558
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G06F 9/505
0

A computer-implemented method includes constructing a tenancy knowledge graph having a plurality of tenant nodes representing respective tenants in a multitenant computing environment, a plurality of property nodes representing respective properties of the tenants, and a plurality of edges connecting the plurality of tenant nodes and the plurality of property nodes, transforming the plurality of property nodes to corresponding property vectors, performing random walks starting from the plurality of tenant nodes of the tenancy knowledge graph, feeding sequences of nodes traversed by the random walks into a neural network to generate a plurality of tenant vectors corresponding to the plurality of tenant nodes, and clustering the plurality of tenant nodes into one or more tenant clusters based on similarity of the plurality of tenant vectors.

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