This National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) Federal Grant Program award of $122,705 to Clemson University provides funding to develop novel approaches for federated on-device intelligence in Internet of Things (IoT) systems. The project focuses on two key challenges: (1) enabling federated knowledge sharing among resource-constrained and heterogeneous IoT devices without requiring private data, and (2) enabling federated domain adaptation with limited ground-truth labeled data in dynamic IoT environments. The proposed research aims to advance the state-of-the-art in federated learning for practical IoT use cases, address barriers to broader adoption, and enable new IoT applications leveraging federated intelligence. The grant will integrate research outcomes into academic curricula and outreach programs to accelerate progress in AI and IoT. No sub-awards are planned under this project, which has a performance period from January 1, 2024 to June 30, 2024.
Generated 11/19/24, 3:51 AM