MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202641049515 A) filed by J. B. Institute Of Engineering And Technology, Hyderabad, Telangana, on April 17, for 'adaptive self-optimizing software architecture for dynamic high-performance computing environments.'
Inventor(s) include Dr. A. Ramesh Babu; S. Anusha; G. Jhansi Rani; Mr. U. Karthik; Bulagonda Bharathkumar; and Vallala Bhavana.
The application for the patent was published on May 1, under issue no. 18/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to an adaptive self-optimizing software architecture for high-performance computing environments comprising distributed and heterogeneous computational resources. The architecture includes a distributed execution layer, a real-time telemetry acquisition module, and an adaptive control engine configured to dynamically adjust execution workflows based on runtime system parameters. The telemetry module continuously collects data including processor utilization, memory usage, network latency, and energy consumption, which is processed by a predictive optimization module using machine learning techniques to forecast system behavior. The system enables dynamic restructuring of computational task graphs, decentralized node-level decision-making, and real-time resource orchestration for improved performance and scalability. Additionally, the architecture incorporates energy-aware optimization and fault detection mechanisms to enhance efficiency and reliability. The invention provides a unified framework for continuous self-optimization, thereby improving throughput, reducing latency, and enabling efficient utilization of computing resources in complex high-performance environments."
Disclaimer: Curated by HT Syndication.
