Invention Grant
- Patent Title: Dynamic container grouping
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Application No.: US16690638Application Date: 2019-11-21
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Publication No.: US11537809B2Publication Date: 2022-12-27
- Inventor: Seng Chai Gan , Shikhar Kwatra , Michael Treadway
- Applicant: KYNDRYL, INC.
- Applicant Address: US NY New York
- Assignee: KYNDRYL, INC.
- Current Assignee: KYNDRYL, INC.
- Current Assignee Address: US NY New York
- Agency: Heslin Rothenberg Farley & Mesiti PC
- Agent John Kennel; Matthew M. Hulihan
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/08 ; G06F9/455 ; G06F15/16 ; H04L15/16 ; H04L67/10 ; H04L9/40 ; G06N3/02

Abstract:
In an approach for optimally grouping containers, a processor passively monitors a set of parameters for a set of containers within a network. A processor records the set of parameters for each container of the set of containers. A processor deploys a k-nearest neighbor neural network (KNN) to determine a first set of groupings of the set of containers based on the set of parameters. A processor simulates the network having grouped containers based on the first set of groupings of the set of containers output by the KNN. A processor simulates an action on the set of containers. A processor updates a reward function based on the action. A processor determines whether a maximum value of the reward function is reached.
Public/Granted literature
- US20210158083A1 DYNAMIC CONTAINER GROUPING Public/Granted day:2021-05-27
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