1 citations · 1 across the 7 of their papers we have counts for
3 papers · 2 filters
Enabling Large-Scale Federated Learning over Wireless Edge Networks
Thinh Quang Dinh, Diep N. Nguyen, Dinh Thai Hoang +2
Major bottlenecks of large-scale Federated Learning(FL) networks are the high costs for communication and computation. This is due to the fact that most of current FL frameworks on…
Low-Latency and Secure Computation Offloading Assisted by Hybrid Relay-Reflecting Intelligent Surface
Khac-Hoang Ngo, Nhan Thanh Nguyen, Thinh Quang Dinh +2
Recently, the hybrid relay-reflecting intelligent surface (HRRIS) has been introduced as a spectral- and energy-efficient architecture to assist wireless communication systems. In…
In-network Computation for Large-scale Federated Learning over Wireless Edge Networks
Thinh Quang Dinh, Diep N. Nguyen, Dinh Thai Hoang +2
Most conventional Federated Learning (FL) models are using a star network topology where all users aggregate their local models at a single server (e.g., a cloud server). That caus…