803 citations · 970 across the 71 of their papers we have counts for
13 papers · 1 filter
Distributed Computation Offloading for Energy Provision Minimization in WP-MEC Networks with Multiple HAPs
Xiaoying Liu, Anping Chen, Kechen Zheng +3
This paper investigates a wireless powered mobile edge computing (WP-MEC) network with multiple hybrid access points (HAPs) in a dynamic environment, where wireless devices (WDs) h…
Towards Secure Intelligent O-RAN Architecture: Vulnerabilities, Threats and Promising Technical Solutions using LLMs
Mojdeh Karbalaee Motalleb, Chafika Benzaid, Tarik Taleb +3
The evolution of wireless communication systems will be fundamentally impacted by an open radio access network (O-RAN), a new concept defining an intelligent architecture with enha…
Fairness-Utilization Trade-off in Wireless Networks with Explainable Kolmogorov-Arnold Networks
Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb
The effective distribution of user transmit powers is essential for the significant advancements that the emergence of 6G wireless networks brings. In recent studies, Deep Neural N…
Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems
Somayeh Kianpisheh, Chafika Benzaid, Tarik Taleb
Federated Learning (FL) enables training of a global model from distributed data, while preserving data privacy. However, the singular-model based operation of FL is open with uplo…
External Memories of PDP Switches for In-Network Implementable Functions Placement: Deep Learning Based Reconfiguration of SFCs
Somayeh Kianpisheh, Tarik Taleb
Network function virtualization leverages programmable data plane switches to deploy in-network implementable functions, to improve QoS. The memories of switches can be extended th…
A Novel Buffered Federated Learning Framework for Privacy-Driven Anomaly Detection in IIoT
Samira Kamali Poorazad, Chafika Benzaid, Tarik Taleb
Industrial Internet of Things (IIoT) is highly sensitive to data privacy and cybersecurity threats. Federated Learning (FL) has emerged as a solution for preserving privacy, enabli…
Discovery of 6G Services and Resources in Edge-Cloud-Continuum
Mohammad Farhoudi, Masoud Shokrnezhad, Tarik Taleb +2
The advent of 6G networks will present a pivotal juncture in the evolution of telecommunications, marked by the proliferation of devices, dynamic service requests, and the integrat…
Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions
Masoud Shokrnezhad, Hamidreza Mazandarani, Tarik Taleb +2
In the context of emerging 6G services, the realization of everything-to-everything interactions involving a myriad of physical and digital entities presents a crucial challenge. T…
Cross-Cluster Networking to Support Extended Reality Services
Theodoros Theodoropoulos, Luis Rosa, Abderrahmane Boudi +6
Extented Reality (XR) refers to a class of contemporary services that are intertwined with a plethora of rather demanding Quality of Service (QoS) and functional requirements. Desp…
Towards a Dynamic Future with Adaptable Computing and Network Convergence (ACNC)
Masoud Shokrnezhad, Hao Yu, Tarik Taleb +4
In the context of advancing 6G, a substantial paradigm shift is anticipated, highlighting comprehensive everything-to-everything interactions characterized by numerous connections…
ORIENT: A Priority-Aware Energy-Efficient Approach for Latency-Sensitive Applications in 6G
Masoud Shokrnezhad, Tarik Taleb
Anticipation for 6G's arrival comes with growing concerns about increased energy consumption in computing and networking. The expected surge in connected devices and resource-deman…
Joint Network Slicing, Routing, and In-Network Computing for Energy-Efficient 6G
Zeinab Sasan, Masoud Shokrnezhad, Siavash Khorsandi +1
To address the evolving landscape of next-generation mobile networks, characterized by an increasing number of connected users, surging traffic demands, and the continuous emergenc…
A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications
Hamidreza Mazandarani, Masoud Shokrnezhad, Tarik Taleb
The emergence of the semantic-aware paradigm presents opportunities for innovative services, especially in the context of 6G-based applications. Although significant progress has b…