1 citations · 1 across the 2 of their papers we have counts for
4 papers
Federated Learning Cost Disparity for IoT Devices
Sheeraz A. Alvi, Yi Hong, Salman Durrani
Federated learning (FL) promotes predictive model training at the Internet of things (IoT) devices by evading data collection cost in terms of energy, time, and privacy. We model t…
Utility Fairness for the Differentially Private Federated Learning
Sheeraz A. Alvi, Yi Hong, Salman Durrani
Federated learning (FL) allows predictive model training on the sensed data in a wireless Internet of things (IoT) network evading data collection cost in terms of energy, time, an…
Sequencing and Scheduling for Multi-User Machine-Type Communication
Sheeraz A. Alvi, Xiangyun Zhou, Salman Durrani +1
In this paper, we propose joint sequencing and scheduling optimization for uplink machine-type communication (MTC). We consider multiple energy-constrained MTC devices that transmi…
Optimal Compression and Transmission Rate Control for Node-Lifetime Maximization
Sheeraz A. Alvi, Xiangyun Zhou, Salman Durrani
We consider a system that is composed of an energy constrained sensor node and a sink node, and devise optimal data compression and transmission policies with an objective to prolo…