Intellectual Property India Publishes Patent Application for A Server Component Failure Prediction Apparatus Using Machine Learning

MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611076659 A) filed by Noida Institute Of Engineering & Technology on June 20, 2026, for A Server Component Failure Prediction Apparatus Using Machine Learning.

Inventors include Dr. Deepak Uprety; and Dr. Sangeeta.

The application for the patent was published on August 07, 2026, under issue no. 32/2026.

Abstract: The invention discloses a server component failure prediction apparatus using machine learning. The apparatus receives telemetry from monitored servers, conditions heterogeneous operational parameters, generates component related predictive features, and applies trained models to estimate failure risk for storage, memory, cooling, power,...