MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202621064740 A) filed by Vivekananda Reddy Polamreddy on May 22, 2026, for “a Cognitive Orchestration Platform For Autonomous Lifecycle Management Of Scalable Machine Learning Systems ”.
Inventor includes Vivekananda Reddy Polamreddy.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: The current invention is in connection to computer-implemented infrastructure management systems. To be more precise, the invention is related to a telemetrycontrolled cognitive orchestration platform that is configured to manage an autonomous lifecycle of scalable machine-learning systems deployed across 10 distributed computing resources, such as cloud systems, edge nodes, hybrid infrastructure, and on-premise compute clusters. The technical field of distributed computing, model-serving infrastructure, machine- learning operations, resource scheduling, automated deployment control, service monitoring, infrastructure failover, and closed-loop lifecycle orchestration are the technical areas of the 15 invention. The cognitive herein used refers to telemetry-based state assessment and policy-governed technical decision making by a computing platform, and is not a mental act, a business method, or simply the presentation of information.
Disclaimer: Curated by HT Syndication.
