CRIU

state, stateless, kubernetes, scanning, cloudsmith, stateless ephemeral stateful security Kubernetes unikernel Sumo Logic

Stateful Microservice Migration & the Live-State Challenge in Kubernetes

Alan argues that Kubernetes can’t ignore state any longer. While stateless apps fit the original vision, real-world workloads — from databases to AI pipelines — demand continuity. A new research framework, MS2M ...

Alan Shimel | September 30, 2025 | AI/ML pipelines, blue/green deployment, canary releases, cloud portability, cncf, CRIU, Data Sovereignty, day-two operations, disaster recovery, forensic container checkpointing, hybrid cloud, kubernetes, live migration, MS2M, multi-cluster, platform engineering, resilience, service mesh, Stateful Workloads, stateless vs stateful

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