most citedAccurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty

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cs.NI2025

Resource Orchestration and Optimization in 6G Extreme-edge Scenario

Manuel A. Jimenez, Sarang Kahvazadeh, Ignacio Labrador +1

6G networks envision a pervasive service infrastructure spanning from centralized cloud to distributed edge and highly dynamic extreme-edge domains. This vision introduces signific…

cs.NI2022

Towards Quantum-Enabled 6G Slicing

Farhad Rezazadeh, Sarang Kahvazadeh, Mohammadreza Mosahebfard

The quantum machine learning (QML) paradigms and their synergies with network slicing can be envisioned to be a disruptive technology on the cusp of entering to era of sixth-genera…

cs.NI2022

Vertical-oriented 5G platform-as-a-service: user-generated content case study

Sarang Kahvazadeh, Hamzeh Khalili, Rasoul Nikbakht Silab +2

5G realizes an impactful convergence, where Network Functions Virtualization (NFV) and cloud-native models become fundamental for profiting from the unprecedented capacity offered…

cs.NI2022

Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox

Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz +1

MEC Sandbox is an excellent tool that simulates wireless networks and deploys ETSI Multi-access Edge Computing (MEC) APIs on top of the simulated wireless network. In this demo, we…

cs.NI2022

Video on Demand Streaming Using RL-based Edge Caching in 5G Networks

Rasoul Nikbakht, Sarang Kahvazadeh, Josep Mangues-Bafalluy

Edge caching can significantly improve the 5G networks' performance both in terms of delay and backhaul traffic. We use a reinforcement learning-based (RL-based) caching technique…