Invention Grant
- Patent Title: Clustering tenants based on tenancy knowledge graph
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Application No.: US17103787Application Date: 2020-11-24
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Publication No.: US11379270B2Publication Date: 2022-07-05
- Inventor: Mayank Tiwary , Shashank Mohan Jain
- Applicant: SAP SE
- Applicant Address: DE Walldorf
- Assignee: SAP SE
- Current Assignee: SAP SE
- Current Assignee Address: DE Walldorf
- Agency: Klarquist Sparkman, LLP
- Main IPC: G06F15/16
- IPC: G06F15/16 ; G06F9/54 ; H04L29/06 ; G06F9/50 ; G06N5/02 ; G06N3/04 ; G06F9/455 ; G06K9/62

Abstract:
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.
Public/Granted literature
- US20220164227A1 CLUSTERING TENANTS BASED ON TENANCY KNOWLEDGE GRAPH Public/Granted day:2022-05-26
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