FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots

no code implementations • 11 Jan 2021 • Ahmed Imteaj, M. Hadi Amini

Smartphones, autonomous vehicles, and the Internet-of-things (IoT) devices are considered the primary data source for a distributed network.

Autonomous Vehicles Federated Learning

Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art

no code implementations • 25 Feb 2020 • Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini

Nowadays, devices are equipped with advanced sensors with higher processing/computing capabilities.

Federated Learning

Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks

no code implementations • 18 Nov 2019 • Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi

This paper reintroduces the notion of resilience in the context of recent issues originated from climate change triggered events including severe hurricanes and wildfires.

Decision Making