A new taxonomy for dynamics-aware microservice management, synthesized from 84 systems, finds that production dynamics are often only partially modeled and that reported performance gains depend on evaluation realism.
KubeIntellect : A modular LLM -orchestrated agent framework for end-to-end Kubernetes management
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A catalog-driven framework translates natural language into PromQL queries with dynamic temporal resolution for cloud-native observability.
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Adaptive Management of Microservices in Dynamic Computing Environments: A Taxonomy and Future Directions
A new taxonomy for dynamics-aware microservice management, synthesized from 84 systems, finds that production dynamics are often only partially modeled and that reported performance gains depend on evaluation realism.
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From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability
A catalog-driven framework translates natural language into PromQL queries with dynamic temporal resolution for cloud-native observability.