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US Patent 12118405 Edge function-guided artificial intelligence request routing

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Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
121184051
Patent Inventor Names
Michael Choong1
Stephen C. Hammer1
Gary William Reiss1
Aaron K. Baughman1
Kevin Lee Masters1
Date of Patent
October 15, 2024
1
Patent Application Number
173896411
Date Filed
July 30, 2021
1
Patent Citations
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US Patent 10757121 Distributed anomaly detection management
1
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US Patent 9736054 Multicast active source discovery and management for layer-2 interconnect solutions
1
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US Patent 8762298 Machine learning based botnet detection using real-time connectivity graph based traffic features
1
Patent Primary Examiner
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Kenneth Tang
1
CPC Code
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G06F 11/3006
1
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G06F 11/3433
1
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G06N 20/00
1
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G06F 2209/508
1
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G06F 2209/505
1
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G06F 11/3409
1
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G06F 9/5077
1
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G06F 9/5055
1
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Patent abstract

Edge function-guided artificial intelligence (AI) request routing is provided by applying a machine learning model to predictors of cloud endpoint hydration to determine hydration levels of cloud endpoints, of a hybrid cloud environment, that provide AI processing, determining, for each edge component of a plurality of edge components of the hybrid cloud environment and each cloud endpoint of the cloud endpoints, alternative flow paths between the edge component and the cloud endpoint, the alternative flow paths being differing routes for routing data between the edge component and the cloud endpoint, and the alternative flow paths being of varying flow rates determined based on the hydration levels of the cloud endpoints, and dynamically deploying edge functions on edge component(s), the edge functions configuring the edge component(s) to alternate among the alternative flow paths available in routing AI processing requests from the edge component(s) to target cloud endpoints of the cloud endpoints.

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