335 citations · 1.1k across the 63 of their papers we have counts for
7 papers · 1 filter
A Robust Optimization Approach for Regenerator Placement in Fault-Tolerant Networks Under Discrete Cost Uncertainty
Mohammad Khosravi, Setareh Maghsudi
We focus on robust, survivable communication networks, where network links and nodes are affected by an uncertainty set. In this sense, any network links might fail. Besides, a sig…
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…
Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game
Vandana Mittal, Setareh Maghsudi, Ekram Hossain
We study the resource sharing problem in a drone-based wireless network. We consider a distributed control setting under uncertainty (i.e. unavailability of full information). In p…
Computation Offloading in Heterogeneous Vehicular Edge Networks: On-line and Off-policy Bandit Solutions
Arash Bozorgchenani, Setareh Maghsudi, Daniele Tarchi +1
With the rapid advancement of Intelligent Transportation Systems (ITS) and vehicular communications, Vehicular Edge Computing (VEC) is emerging as a promising technology to support…
EdgeDASH: Exploiting Network-Assisted Adaptive Video Streaming for Edge Caching
Suzan Bayhan, Setareh Maghsudi, Anatolij Zubow
While edge video caching has great potential to decrease the core network traffic as well as the users' experienced latency, it is often challenging to exploit the caches in curren…
Minority Games With Applications to Distributed Decision Making and Control in Wireless Networks
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Fifth generation (5G) dense small cell networks (SCNs) are expected to meet the thousand-fold mobile traffic challenge within the next few years. When developing solution schemes f…
Distributed Cell Association for Energy Harvesting IoT Devices in Dense Small Cell Networks: A Mean-Field Multi-Armed Bandit Approach
Setareh Maghsudi, Ekram Hossain
The emerging Internet of Things (IoT)-driven ultra-dense small cell networks (UD-SCNs) will need to combat a variety of challenges. On one hand, massive number of devices sharing t…