MUMBAI, India, July 31 -- Intellectual Property India has published a patent application (202541004023 A) filed by Hewlett Packard Enterprise Development Lp on January 17, 2025, for Kubernetes Observability Root-Cause Analyzer 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 a container management system by applying historical cluster observability data to a set of machine learning (ML) models. Examples detect technological anomalous events in the container management system and identify compliance events at compute nodes of the cluster based on cluster observability data received from the cluster. Examples predict a root-cause of the one or more technological anomalous events based on the compliance events and prioritize remedial actions to rectify the root-cause based on the compliance events and the technological anomalous. Fig. 1
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