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If you are looking for an academic paper regarding the streaming platform or its device management, the most relevant study is titled "IoT Devices Recognition Through Network Traffic Analysis" (2018/2025) by M.R. Shahid . While it bears the name "Shahid," it focuses on identifying IoT devices—such as smart home gadgets—by analyzing network traffic patterns rather than the streaming service itself.

Studies often focus on securing devices using deep reinforcement learning to detect intrusions in resource-constrained environments [11, 32]. Computer Vision & Edge Devices :