335 citations · 1.1k across the 63 of their papers we have counts for
7 papers · 1 filter
A Repeated Auction Model for Load-Aware Dynamic Resource Allocation in Multi-Access Edge Computing
Ummy Habiba, Setareh Maghsudi, Ekram Hossain
Multi-access edge computing (MEC) is one of the enabling technologies for high-performance computing at the edge of the 6 G networks, supporting high data rates and ultra-low servi…
Mobile Edge Computation Offloading Using Game Theory and Reinforcement Learning
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
Due to the ever-increasing popularity of resource-hungry and delay-constrained mobile applications, the computation and storage capabilities of remote cloud has partially migrated…
Computation Offloading and Activation of Mobile Edge Computing Servers: A Minority Game
Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain
With the ever-increasing popularity of resource-intensive mobile applications, Mobile Edge Computing (MEC), e.g., offloading computationally expensive tasks to the cellular edge, h…
Distributed User Association in Energy Harvesting Small Cell Networks: A Competitive Market Model with Uncertainty
Setareh Maghsudi, Ekram Hossain
We consider a distributed user association problem in the downlink of a small cell network, where small cells obtain the required energy for providing wireless services to users th…
Hybrid Centralized-Distributed Resource Allocation for Device-to-Device Communication Underlaying Cellular Networks
Setareh Maghsudi, Slawomir Stanczak
The basic idea of device-to-device (D2D) communication is that pairs of suitably selected wireless devices reuse the cellular spectrum to establish direct communication links, prov…
Joint Channel Selection and Power Control in Infrastructureless Wireless Networks: A Multi-Player Multi-Armed Bandit Framework
Setareh Maghsudi, Slawomir Stanczak
This paper deals with the problem of efficient resource allocation in dynamic infrastructureless wireless networks. Assuming a reactive interference-limited scenario, each transmit…
Channel Selection for Network-assisted D2D Communication via No-Regret Bandit Learning with Calibrated Forecasting
Setareh Maghsudi, Slawomir Stanczak
We consider the distributed channel selection problem in the context of device-to-device (D2D) communication as an underlay to a cellular network. Underlaid D2D users communicate d…