Although Jim Czuprynski prefers monolithic architectures like Oracle’s Exadata, as an experienced Oracle DBA he recognizes the common issue of memory over-allocation in containerized environments, driven by the containerization trend. Platform9’s EMP toolset was presented as a solution which introduces an alternative virtualization layer, streamlining resource usage and potentially curbing the over-provisioning habits of Kubernetes engineers. With a focus on enhanced performance and cost efficiency, EMP’s potential to optimize Kubernetes configurations was highlighted at Cloud Field Day, a novel approach eagerly eyed by those in cloud resource management.