7 citations · 11 across the 4 of their papers we have counts for
5 papers
Balancing Client Participation in Federated Learning Using AoI
Alireza Javani, Zhiying Wang
Federated Learning (FL) offers a decentralized framework that preserves data privacy while enabling collaborative model training across distributed clients. However, FL faces signi…
Load Balancing in Federated Learning
Alireza Javani, Zhiying Wang
Federated Learning (FL) is a decentralized machine learning framework that enables learning from data distributed across multiple remote devices, enhancing communication efficiency…
Age of Information for Multiple-Source Multiple-Server Networks
Alireza Javani, Marwen Zorgui, Zhiying Wang
Having timely and fresh knowledge about the current state of information sources is critical in a variety of applications. In particular, a status update may arrive at the destinat…
On the Age of Information in Erasure Channels with Feedback
Alireza Javani, Marwen Zorgui, Zhiying Wang
We consider a status updating system where having timely knowledge about the information source at the destination (monitor) is of utmost importance. By utilizing the age of inform…
Age of Information in Multiple Sensing
Alireza Javani, Marwen Zorgui, Zhiying Wang
Having timely and fresh knowledge about the current state of information sources is critical in a variety of applications. In particular, a status update may arrive at the destinat…