4 citations · 4 across the 3 of their papers we have counts for
3 papers
Service Placement in Small Cell Networks Using Distributed Best Arm Identification in Linear Bandits
Mariam Yahya, Aydin Sezgin, Setareh Maghsudi
As users in small cell networks increasingly rely on computation-intensive services, cloud-based access often results in high latency. Multi-access edge computing (MEC) mitigates t…
Decentralized Task Offloading and Load-Balancing for Mobile Edge Computing in Dense Networks
Mariam Yahya, Alexander Conzelmann, Setareh Maghsudi
We study the problem of decentralized task offloading and load-balancing in a dense network with numerous devices and a set of edge servers. Solving this problem optimally is compl…
Federated Learning in UAV-Enhanced Networks: Joint Coverage and Convergence Time Optimization
Mariam Yahya, Setareh Maghsudi, Slawomir Stanczak
Federated learning (FL) involves several devices that collaboratively train a shared model without transferring their local data. FL reduces the communication overhead, making it a…