CPC H04L 41/16 (2013.01) [G06N 20/00 (2019.01); G06V 10/762 (2022.01); H04L 41/0654 (2013.01); H04L 41/0803 (2013.01); H04L 67/1001 (2022.05); H04L 41/5012 (2013.01); H04L 41/5096 (2013.01)] | 20 Claims |
1. A method, comprising:
generating, by a device, a cloud container based on similarities between a plurality of cloud instances,
wherein the similarities are determined based on analyzing the plurality of cloud instances with a machine learning model;
receiving, by the device, cloud container information associated with the cloud container indicating utilization of first computing resources used to implement the cloud container;
receiving, by the device, cloud instance information associated with one or more cloud instances, of the plurality of cloud instances, executing within the cloud container,
wherein the cloud instance information indicates utilization of second computing resources used to implement the one or more cloud instances;
scaling, by the device and based on at least one of the cloud container information or the cloud instance information, the cloud container; and
monitoring, by the device and after scaling the cloud container, the cloud container to determine whether additional scaling is to be performed.
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