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Stateful Microservice Migration & the Live-State Challenge in Kubernetes
Alan argues that Kubernetes canβt ignore state any longer. While stateless apps fit the original vision, real-world workloads β from databases to AI pipelines β demand continuity. A new research framework, MS2M ...
Alan Shimel
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September 30, 2025
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AI/ML pipelines
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blue/green deployment
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canary releases
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cloud portability
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cncf
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CRIU
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Data Sovereignty
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day-two operations
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disaster recovery
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forensic container checkpointing
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hybrid cloud
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kubernetes
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live migration
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MS2M
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multi-cluster
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platform engineering
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resilience
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service mesh
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Stateful Workloads
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stateless vs stateful
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