Enhancing Video Streaming with AI, Cloud, and Edge Technologies
Optimization Techniques and Frameworks
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Beschreibung
This book explores how artificial intelligence, cloud computing, and edge technologies are transforming video streaming systems. It delves into AI-driven adaptive bitrate streaming, predictive resource allocation, and federated learning for personalized recommendations. The integration of cloud and edge computing is highlighted as a solution for scalability and low-latency streaming, addressing challenges like bandwidth optimization, cost-efficiency, and Quality of Experience (QoE).
The book offers actionable insights into emerging technologies like 5G, quantum computing, and blockchain. It features case studies and real-world implementations, making it an essential resource for researchers, industry professionals, and students. Bridging theory and practice, the book provides a comprehensive guide to building the next generation of efficient and scalable video streaming infrastructures.
This book explores how artificial intelligence, cloud computing, and edge technologies are transforming video streaming systems. It delves into AI-driven adaptive bitrate streaming, predictive resource allocation, and federated learning for personalized recommendations. The integration of cloud and edge computing is highlighted as a solution for scalability and low-latency streaming, addressing challenges like bandwidth optimization, cost-efficiency, and Quality of Experience (QoE).
The book offers actionable insights into emerging technologies like 5G, quantum computing, and blockchain. It features case studies and real-world implementations, making it an essential resource for researchers, industry professionals, and students. Bridging theory and practice, the book provides a comprehensive guide to building the next generation of efficient and scalable video streaming infrastructures.
Provides an in-depth exploration of cutting-edge AI, cloud, and edge technologies for video streaming Features real-world case studies to bridge theory and practice for researchers and professionals Covers emerging trends like 6G networks, blockchain, and quantum computing in video streaming
Autor*in
Mahmoud Darwich
Themen in »Enhancing Video Streaming with AI, Cloud, and Edge Technologies«
Artificial Intelligence (AI) in Video Streaming Cloud Computing Edge Computing Adaptive Bitrate (ABR) Streaming Quality of Experience (QoE) Federated Learning Video Compression and Encoding Blockchain in Video Streaming Low-Latency Streaming Dynamic Resource Scaling Predictive Analytics for Streaming 5G and 6G Networks AI-Driven Video Quality Enhancement Content Delivery Networks (CDN) Swarm Intelligence in Networking