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US 2026/0074956 A1Published application
Predictive Analytics For Network Topology Subsets
AssigneeOracle International Corporation
InventorsSanthosh Kumar Vuda, Kiran Kumar Palukuri, Kumar G Varun, Jerry Paul Russell
Life of this patent
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Abstract
Techniques for recommending plans to remediate a network topologies are disclosed. The techniques include predicting characteristics of the network using network topology information identifying relationships between entities in the network. The techniques further include determining a subset of the topology based on the predicted characteristics violating anomaly detection criteria. Additionally, the techniques include determining a remediation plan for modifying the subset and presenting the plan to a user.
Claims20
A method comprising:
- determining network topology information for a plurality of time periods, the network topology information comprising, for individual time periods of the plurality of time periods:
- a plurality of entities associated with a network topology,
- a plurality of relationships between the plurality of entities, and health metrics of the plurality of entities;
- storing, in a topology log, the network topology information for the individual time periods in association with the health metrics of the plurality of entities for the individual time periods;
- receiving, via a computer-user interface, a user input selecting a future time period for a future network topology;
- based on network topology information stored in the topology log, predicting characteristics of the future network topology for the future time period;
- and
- generating a graphical user interface (GUI) comprising a visual representation of the future network topology, wherein the GUI comprises graphical elements visually representing a set of entities included in the future network topology, graphical connectors representing relationships between the set of entities, and graphical indicators representing health metrics of the set of entities,
- wherein the method is performed by at least one device including a hardware processor.
6 more elements
A system comprising:
- one or more hardware processors;
- one or more non-transitory computer-readable media;
- and
- program instructions stored on the one or more non-transitory computer-readable media that, when executed by the one or more hardware processors, cause the system to perform operations comprising:
- determining network topology information for a plurality of time periods, the network topology information comprising, for individual time periods of the plurality of time periods:
- a plurality of entities associated with a network topology,
- a plurality of relationships between the plurality of entities, and
- health metrics of the plurality of entities;
- storing, in a topology log, the network topology information for the individual time periods in association with the health metrics of the plurality of entities for the individual time periods;
- receiving, via a computer-user interface, a user input selecting a future time period for a future network topology;
- based on network topology information stored in the topology log, predicting characteristics of the future network topology for the future time period;
- and
- generating a graphical user interface (GUI) comprising a visual representation of the future network topology, wherein the GUI comprises graphical elements visually representing a set of entities included in the future network topology, graphical connectors representing relationships between the set of entities, and graphical indicators representing health metrics of the set of entities.
10 more elements
One or more non-transitory computer-readable media comprising instructions that, when executed by one or more hardware processors, cause performance of operations comprising:
- determining network topology information for a plurality of time periods, the network topology information comprising, for individual time periods of the plurality of time periods:
- a plurality of entities associated with a network topology, a plurality of relationships between the plurality of entities, and health metrics of the plurality of entities;
- storing, in a topology log, the network topology information for the individual time periods in association with the health metrics of the plurality of entities for the individual time periods;
- receiving, via a computer-user interface, a user input selecting a future time period for a future network topology;
- based on network topology information stored in the topology log, predicting characteristics of the future network topology for the future time period;
- and
- generating a graphical user interface (GUI) comprising a visual representation of the future network topology, wherein the GUI comprises graphical elements visually representing a set of entities included in the future network topology, graphical connectors representing relationships between the set of entities, and graphical indicators representing health metrics of the set of entities.
4 more elements
Dependencies are inferred from the claim text.