GAIKube: Generative AI-based Proactive Kubernetes Container Orchestration Framework for Heterogeneous Edge Computing

Containerized edge computing emerged as a preferred platform for latency-sensitive applications requiring informed and efficient decision-making accounting for the end user and edge service providers' interests simultaneously. Edge decision engines exploit pipelined knowledge streams to enhance...

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Veröffentlicht in:	IEEE transactions on cognitive communications and networking 2024-12, p.1-1
Hauptverfasser:	Ali, Babar, Golec, Muhammed, Murugesan, Subramaniam Subramanian, Wu, Huaming, Gill, Sukhpal Singh, Cuadrado, Felix, Uhlig, Steve
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Computational modeling Container Migration Containers Costs Edge computing Generative AI Kubernetes Load modeling Long short term memory Predictive models Servers Service Level Agreement Service level agreements Vertical Scaling
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