Leveraging Artificial Intelligence to Optimize Video Streaming Performance

Abstract Video streaming services have become indispensable in the digital age offering users immediate access to entertainment. However, achieving uninterrupted playback in dynamic environments presents significant challenges. These challenges include adaptive bitrate (ABR) streaming, network bandwidth management, memory constraints and the need for high Quality of Experience (QoE). This paper explores AI's transformative role in addressing these factors, introduces a new AI-driven solution called StreamAI and provides technical validation for its effectiveness.