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Understanding Kubernetes Data Persistence
May 5, 2025
Persisting Data in Kubernetes Using Volumes
Overview
Kubernetes does not provide data persistence out-of-the-box.
To ensure data persistence, you must explicitly configure storage that is independent of the pod lifecycle.
Storage must be available on all nodes and highly available to survive cluster crashes.
Use cases for persistent storage include databases and directories for files.
Key Components of Kubernetes Storage
Persistent Volume (PV)
A cluster resource used to store data.
Defined in a YAML file specifying the storage amount and storage backend.
Abstracts the actual physical storage (local disk, NFS server, cloud storage).
Not namespace-scoped, accessible to the whole cluster.
Admins create PVs.
Persistent Volume Claim (PVC)
Allows applications to claim storage from a PV.
Defined with YAML specifying storage size and access type.
Must exist in the same namespace as the pod using it.
Storage Class
Automates PV provisioning dynamically using a storage class defined in YAML.
Defines the storage backend using a
provisioner
attribute.
Used by PVC to request storage provisioning.
Use Cases and Best Practices
Database Persistence
Requires remote storage to ensure storage is node-independent and survives cluster crashes.
Persistent storage types are essential for data reliability.
Local vs. Remote Volumes
Local volumes violate node independence and crash resilience requirements.
Remote storage should be used for data needing high availability.
Configuration Files and Certificates
Use ConfigMap and Secret for local volumes needed for configuration files and certificates.
These are managed by Kubernetes itself and not through PV/PVC.
Abstractions and Roles
Admins set up actual storage and create PVs based on developer needs.
Developers use PVCs to claim storage for applications.
Abstractions like Storage Class simplify storage requests and management.
Practical Considerations
Multiple storage types can be used simultaneously within a pod.
Pods specify volumes to provide in
volumes
attribute and use
volumeMounts
attribute to access storage in containers.
Storage Class simplifies handling storage needs in clusters with frequent deployments.
Additional Resources
Kubernetes documentation for a complete list of supported storage backends.
Upcoming videos will cover specific volume types and detailed examples.
Conclusion
Understanding and utilizing Kubernetes storage components is critical for ensuring data persistence and application reliability.
Future videos will delve deeper into practical applications and configurations.
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