Intellectual Property India Publishes Patent Application for Capability-Aware Federated Learning Framework For Heterogeneous Microcontroller Clusters

MUMBAI, India, Aug. 31 -- Intellectual Property India has published a patent application (202641101778 A) filed by Vellore Institute Of Technology on August 23, 2026, for Capability-Aware Federated Learning Framework For Heterogeneous Microcontroller Clusters.

Inventors include Pushpa Gothwal; Yash Kumar Sinha; Lakshya Gupta; Parvati Nair; and Venkata Hrishi Samay Jetty.

The application for the patent was published on August 28, 2026, under issue no. 35/2026.

Abstract: ABSTRACT A distributed machine-learning system for heterogeneous microcontroller unit (MCU) nodes is disclosed. An aggregator (101) profiles each MCU node using a hardware capability vector and assigns the node to one of a plurality of capability tiers (103– 105). A Tier-A...