MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202511122309 A) filed by K. R. Mangalam University, Gurugram, Haryana, on Dec. 5, 2025, for 'system for real-time predictive analytics using event-stream processing.'
Inventor(s) include Dr. Reenu; and Dr. Diwakar Padalia.
The application for the patent was published on Jan. 23, under issue no. 04/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a system for real-time predictive analytics using event-stream processing. The system integrates a streaming-based data ingestion architecture with an adaptive machine-learning engine configured to operate directly within the event flow. Incoming events are captured from heterogeneous sources and processed through a distributed stream-processing core that preserves temporal fidelity and ensures low-latency computation. A predictive analytics engine generates live forecasts, anomaly detections, and behavioural predictions using pre-trained and continuously updated models capable of adapting to concept drift through incremental learning techniques. The system operates across cloud, edge, and hybrid compute environments through an orchestrated execution framework that assigns predictive tasks based on latency requirements and resource conditions. Predictive outputs and automated actions are delivered to downstream platforms, enabling real-time operational adjustments. The system maintains transparency through explainability mechanisms and supports scalable, fault-tolerant, interoperable deployment for mission-critical applications requiring continuous predictive intelligence."
Disclaimer: Curated by HT Syndication.
