132 citations · 201 across the 19 of their papers we have counts for
13 papers · 1 filter
Online and Utility-Power Efficient Task Scheduling in Homogeneous Fog Networks
Fatemeh Ebadi, Vahid Shah-Mansouri
Fog computing is of particular interest to Internet of Things (IoT), where inexpensive simple devices can offload their computation tasks to nearby Fog Nodes. Online scheduling in…
Generative AI for O-RAN Slicing: A Semi-Supervised Approach with VAE and Contrastive Learning
Salar Nouri, Mojdeh Karbalaee Motalleb, Vahid Shah-Mansouri +1
This paper introduces a novel generative AI (GAI)-driven, unified semi-supervised learning architecture for optimizing resource allocation and network slicing in O-RAN. Termed Gene…
Delay Analysis of Base Station Flow Table in SDN-enabled Radio Access Networks
Seyed Hamed Rastegar, Aliazam Abbasfar, Vahid Shah-Mansouri
Future generation wireless networks are designed with extremely low delay requirements which makes even small contributed delays important. On the other hand, software defined netw…
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati +4
Despite the recency of their conception, Generative Adversarial Networks (GANs) constitute an extensively researched machine learning sub-field for the creation of synthetic data t…
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…
Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic
Ali Parchekani, Salar Nouri, Vahid Shah-Mansouri +1
In this paper, we introduce a novel end-to-end traffic classification method to distinguish between traffic classes including VPN traffic in three layers of the Open Systems Interc…
A Dynamic Reliability-Aware Service Placement for Network Function Virtualization (NFV)
Mohammad Karimzadeh Farshbafan, Vahid Shah-Mansouri, Dusit Niyato
Network softwarization is one of the major paradigm shifts in the next generation of networks. It enables programmable and flexible management and deployment of the network. Networ…
Joint Power Allocation and Network Slicing in an Open RAN System
Mojdeh Karbalaee Motalleb, Vahid Shah-Mansouri, Salar Nouri Naghadeh
Open radio access network (ORAN) alliance which has been formed recently establishes a flexible, open, and smart radio access network (RAN) by combing the ideas from xRAN and cloud…
Reactive Failure Mitigation through Seamless Migration in Telecom Infrastructure Networks
Mahdi Soleimani, Vahid Shah-Mansouri
Various methods are proposed in the literature to mitigate the failures in an infrastructure network. Failure mitigation can be carried out in an active or passive manner. In activ…
Deep Q-Learning for Dynamic Reliability Aware NFV-Based Service Provisioning
Hamed Rahmani Khezri, Puria Azadi Moghadam, Mohammad Karimzadeh Farshbafan +3
Network function virtualization (NFV) is referred to the technology in which softwarized network functions virtually run on commodity servers. Such functions are called virtual net…
Exact Throughput Analysis of Random CoopMAC Networks in the Presence of Shadowing
Homa Nikbakht, Amir Masoud Rabiei, Vahid Shah-Mansouri
The throughput performance of a random cooperative medium access control (CoopMAC) network in the presence of shadowing is considered. The nodes are assumed to be randomly distribu…
Joint Throughput Maximization and Power Control in Poisson CoopMAC Networks
Masoumeh Sadeghi, Homa Nikbakht, Amir Masoud Rabiei +1
A cooperative medium access control (CoopMAC) network with randomly distributed helpers is considered. We introduce a new helper selection scheme which maximizes the average throug…
A New Approach for Helper Selection and Performance Analysis in Poisson CoopMAC Networks
Homa Nikbakht, Amir Masoud Rabiei, Vahid Shah-Mansouri
The cooperative medium access control (CoopMAC) protocol in the presence of randomly-distributed nodes and shadowing is considered. The nodes are assumed to be distributed accordin…