3 papers
cs.DC2026
MAS-H2: A Hierarchical Multi-Agent System for Holistic Cloud-Native Autoscaling
Hamed Hamzeh, Parisa Vahdatian
Autoscaling in cloud-native platforms like Kubernetes is reactive and metric-driven, leading to a strategic void problem. This comes from the decoupling of higher-level business po…
cs.DC2026
Agentic-Kube: A Graph-Enhanced Multi-Agent Reinforcement Learning Framework for Multi-Objective Kubernetes Scheduling
Hamed Hamzeh
Cloud-native container orchestration requires resource schedulers capable of balancing infrastructure expenditure, fault resilience, and node utilisation. Conventional reinforcemen…
cs.DC2023
Orchestration in the Cloud-to-Things Compute Continuum: Taxonomy, Survey and Future Directions
Amjad Ullah, Tamas Kiss, József Kovács +5
IoT systems are becoming an essential part of our environment. Smart cities, smart manufacturing, augmented reality, and self-driving cars are just some examples of the wide range…