25 citations · 69 across the 23 of their papers we have counts for
10 papers · 1 filter
Leader Selection and Follower Association for UE-centric Distributed Learning in Future Wireless Networks
Saeedeh Parsaeefard, Sabine Roessel, Anousheh Gholami Ghavamabad +2
User equipment (UE) devices with high compute performance acting on data with dynamic and stochastic nature to train Artificial Intelligence/Machine Learning (AI/ML) models call fo…
Interaction and Conflict Management in AI-assisted Operational Control Loops in 6G
Saeedeh Parsaeefard, Pooyan Habibi, Alberto Leon Garcia
This paper studies autonomous and AI-assisted control loops (ACLs) in the next generation of wireless networks in the lens of multi-agent environments. We will study the diverse in…
Toward Efficient Transfer Learning in 6G
Saeedeh Parsaeefard, Alberto Leon-Garcia
6G networks will greatly expand the support for data-oriented, autonomous applications for over the top (OTT) and networking use cases. The success of these use cases will depend o…
Generalized ADMM in Distributed Learning via Variational Inequality
Saeedeh Parsaeefard, Alberto Leon Garcia
Due to the explosion in size and complexity of modern data sets and privacy concerns of data holders, it is increasingly important to be able to solve machine learning problems in…
Energy Efficiency Through Joint Routing and Function Placement in Different Modes of SDN/NFV Networks
Reza Moosavi, Saeedeh Parsaeefard, Mohammad Ali Maddah-Ali +3
Network function virtualization (NFV) and software defined networking (SDN) are two promising technologies to enable 5G and 6G services and achieve cost reduction, network scalabil…
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.,…
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…
Leveraging Synergy of 5G SDWN and Multi-Layer Resource Management for Network Optimization
Mahsa Derakhshani, Saeedeh Parsaeefard, Tho Le-Ngoc +1
Fifth-generation (5G) cellular wireless networks are envisioned to predispose service-oriented, flexible, and spectrum/energy-efficient edge-to-core infrastructure, aiming to offer…
Robust Spectrum Sharing via Worst Case Approach
Saeedeh Parsaeefard, Ahmad R. Sharafat
This paper considers non-cooperative and fully-distributed power-allocation for secondary-users (SUs) in spectrum-sharing environments when normalized-interference to each secondar…