MUMBAI, India, July 31 -- Intellectual Property India has published a patent application (202541004024 A) filed by Hewlett Packard Enterprise Development Lp on January 17, 2025, for Kubernetes Observability Root-Cause Remedial Actions With Compliance Integration.
Inventors include Somavarapha, Lalit Mahimraj; and Adireddi, Prasad.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: Systems and methods are provided for comprehensive observability into a cluster of nodes of a container management system for proactive compliance driven root- cause detection within the cluster. Examples train a root-cause analyzer for a cluster of computer nodes of a container management system by applying historical cluster data obtained from the cluster of compute nodes to a set of machine learning (ML) models and predict a root-cause event in the container management system based on cluster data received from the cluster of compute nodes. Examples generate one or more software code candidates configured to fix the predicted root-cause, determine that a software code candidate of the one or more software code candidates satisfy security compliance criteria, and deploy the software code candidate in the container management system based on the determination. [FIG.1]
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