CARSO (Counterfactual Autoscaling and Resource-efficient Service Orchestration), a proactive and interpretable framework that integrates eXplainable Artificial Intelligence (XAI) into the autoscaling process that outperforms state-of-the-art proactive autoscaling frameworks in both QoS compliance and overall resource u...
Lazaros Liatsas, Godfrey M. Kibalya, Angelos Antonopoulos· IEEE Transactions on Network...· 0 citations
A fully automated situational awareness framework that leverages Generative Artificial Intelligence, specifically Large Language Models (LLMs), to extract, analyse, and synthesise actionable information from social media streams for real-time monitoring and situational awareness of critical infrastructure in resource-c...
John Bosco Bwire, Godfrey M. Kibalya, G. Owomugisha et al.· East African Journal of Info...· 0 citations
Orchestrating services across heterogeneous 6G edge-cloud infrastructures requires autonomous coordination systems managing distributed computational resources while satisfying Quality-of-Service (QoS) requirements. Recent advances in Large Language Models (LLMs) enable development of autonomous agents capable of compl...
B. Gort, Godfrey M. Kibalya, A. Antonopoulos· IEEE Transactions on Machine...· 0 citations
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