25 citations · 69 across the 23 of their papers we have counts for
8 papers · 1 filter
Representation of Federated Learning via Worst-Case Robust Optimization Theory
Saeedeh Parsaeefard, Iman Tabrizian, Alberto Leon Garcia
Federated learning (FL) is a distributed learning approach where a set of end-user devices participate in the learning process by acting on their isolated local data sets. Here, we…
Power-Efficient Resource Allocation in Massive MIMO Aided Cloud RANs
Nahid Amani, Saeedeh Parsaeefard, Hassan Taheri +1
This paper considers the power-efficient resource allocation problem in a cloud radio access network (C-RAN). The C-RAN architecture consists of a set of base-band units (BBUs) whi…
Spectrum Sensing and Resource Allocation for 5G Heterogeneous Cloud Radio Access Networks
Hossein Safi, A. M Montazeri, Javane Rostampoor +1
In this paper, the problem of opportunistic spectrum sharing for the next generation of wireless systems empowered by the cloud radio access network (C-RAN) is studied. More precis…
Artificial Intelligence as a Services (AI-aaS) on Software-Defined Infrastructure
Saeedeh Parsaeefard, Iman Tabrizian, Alberto Leon-Garcia
This paper investigates a paradigm for offering artificial intelligence as a service (AI-aaS) on software-defined infrastructures (SDIs). The increasing complexity of networking an…
Resource Management and Admission Control for Tactile Internet in Next Generation of RAN
Narges Gholipoor, Saeedeh Parsaeefard, Mohammad Reza Javan +3
In this paper, a new queuing model for the Tactile Internet (TI) is proposed for the cloud radio access network (C-RAN) architecture of the next generation wireless networks, e.g.,…
Analytical Channel Models for Millimeter Wave UAV Networks under Hovering Fluctuations
Mohammad Taghi Dabiri, Hossein Safi, Saeedeh Parsaeefard +1
The integration of unmanned aerial vehicles (UAVs) and millimeter wave (mmWave) wireless systems has been recently proposed to provide high data rate aerial links for next generati…
Robust Radio Resource Allocation in MISO-SCMA Assisted C-RAN in 5G Networks
Mohammad. Moltafet, Saeedeh. Parsaeefard, Mohammad R. Javan +1
In this paper, by considering multiple slices, a downlink transmission of a sparse code multiple access (SCMA) based cloud-radio access network (C-RAN) is investigated. In this reg…
Cloud-based Queuing Model for Tactile Internet in Next Generation of RAN
Narges Gholipoor, Saeedeh Parsaeefard, Mohammad Reza Javan +3
Ultra-low latency is the most important requirement of the Tactile Internet (TI), which is one of the proposed services for the next-generation wireless network (NGWN), e.g., fifth…