Authors: Mohamed Ali Zormati, Hicham Lakhlef

Published on: February 07, 2024

Impact Score: 8.38

Arxiv code: Arxiv:2402.05259

Summary

• What is new: Introduces a novel architecture combining SDN, NFV, and ML (specifically FL) for IoT networks, a combination not fully explored in previous solutions.
• Why this is important: IoT networks face challenges with scalability and efficiency due to the vast number of interconnected devices.
• What the research proposes: A new architecture that utilizes SDN and NFV for network softwarization, enhanced with FL for distributed intelligent processing.
• Results: The proposed solution enhances the efficiency and scalability of IoT networks.

Technical Details

Technological frameworks used: SDN, NFV

Models used: Federated Learning

Data used: IoT device data

Potential Impact

Telecommunications, Smart Home/Building companies, IoT device manufacturers, and IoT service providers could benefit or need to adapt.

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