MUMBAI, India, May 29 -- Intellectual Property India has published a patent application (202641062272 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on May 16, for 'predictive system for real-time hardware protection and workload control.'
Inventor(s) include Dr. C. A. Yogaraja; Pranav J; Nayeem Suhail N; and Sriram K.
The application for the patent was published on May 29, under issue no. 22/2026.
According to the abstract released by the Intellectual Property India: "Predictive System for Real-Time Hardware Protection and Workload Control The present invention relates to a predictive and adaptive system for hardware protection and workload control in computing systems. The system comprises a telemetry acquisition module configured to collect electrical and thermal parameters including voltage, current, system-on-chip temperature, and ambient temperature. A feature engineering module generates a risk vector including time-varying and derivative-based features for predictive risk evaluation, and a risk score computation engine determines a risk score representing real-time hardware conditions. A dual-hysteresis state machine classifies system operation into safe, warning, critical, and emergency states. A dual-gate admission controller regulates task execution based on the classified state and a dynamically derived safety budget. An execution module selectively performs local execution, cloud offloading, or emergency throttling. The system enables predictive regulation of workload execution to maintain controlled and stable hardware operation."
Disclaimer: Curated by HT Syndication.
