Kubernetes works great for stateless applications, but stateful workloads like databases or long-running jobs pose a challenge. These applications rely on persistent data and can’t afford interruptions, making Kubernetes’ “ephemeral” approach risky. Downtime can lead to data loss, inconsistencies, and system failures.

That’s where live migration comes in, allowing stateful workloads to move between nodes without disruption. At Cast AI, we’ve developed Container Live Migration to automatically consolidate these workloads, ensuring continuous uptime, reducing resource fragmentation, and cutting costs.

Vladimir is a seasoned Solutions Architect with over 15 years of technical experience, passionate about helping customers implement solutions across cloud infrastructure, enterprise systems and emerging technologies. Working in close collaboration with engineering, product and commercial teams, he translates complex requirements into practical architectures and proof-of-concept implementations. His expertise in technology stacks and infrastructure platforms helps customers scale their applications and distributed systems effectively while meeting their unique technical challenges.