kubernetesstoragePractitioner

Mastering Kubernetes Disaster Recovery: Lessons from Real Failures

5 min read CNCF BlogSep 10, 2026Reviewed for accuracy

Practitioner — Hands-on experience recommended

Kubernetes disaster recovery is not just a safety net; it’s a necessity for any production environment. When failures occur, the ability to restore your applications and data quickly can mean the difference between a minor hiccup and a full-blown crisis. By utilizing VolumeGroupSnapshots, you can create coordinated recovery points across multiple persistent volume claims (PVCs), ensuring that your data remains consistent and recoverable.

A Kubernetes backup consists of two main components: resource definitions (YAML) and persistent volume data. Backup tools, like Velero, protect volume data through various methods, including provider or CSI snapshots and file system backups. The use of Velero in conjunction with data movement to an external store is particularly effective. For instance, you can create a VolumeGroupSnapshot with a simple YAML definition, specifying the PVCs you want to include using labels. This allows for a crash-consistent recovery point across all selected volumes, which is crucial for maintaining data integrity.

However, there are important considerations to keep in mind. First, support for VolumeGroupSnapshots is driver-specific; just because your driver supports ordinary VolumeSnapshots doesn’t guarantee it will work with group snapshots. Additionally, setup requires explicit configuration, including enabling CRDs and feature gates on both the snapshot controller and the CSI sidecar. Remember, crash consistency does not equate to application consistency; the API ensures timing across volumes but does not handle database flushing or quiescing. VolumeGroupSnapshot reached GA in Kubernetes 1.36, so ensure your cluster is up to date to leverage this feature effectively.

Key takeaways

→Utilize VolumeGroupSnapshots to create coordinated recovery points across multiple PVCs.
→Configure Velero for effective backup and data movement to external storage.
→Ensure your CSI driver supports group snapshots before implementation.
→Explicitly enable CRDs and feature gates for the snapshot controller and CSI sidecar.
→Remember that crash consistency does not guarantee application consistency.

Why it matters

In production, the ability to quickly recover from failures can significantly reduce downtime and data loss, directly impacting your business's bottom line. Understanding these mechanisms ensures you can maintain service availability and data integrity.

Code examples

Bash

$ kubectl -n velero get datauploads -l velero.io/backup-name=$BACKUP \
    -o custom-columns='NAME:.metadata.name,PHASE:.status.phase,BYTES:.status.progress.bytesDone'
NAME                                 PHASE       BYTES
guestbook-rehearsal-20260727001126-q2j9m   Completed   47989888

YAML

1apiVersion: groupsnapshot.storage.k8s.io/v1
2kind: VolumeGroupSnapshot
3metadata:
4  name: ledger-group-snap
5spec:
6  volumeGroupSnapshotClassName: csi-hostpath-groupsnapclass
7  source:
8    selector:
9      matchLabels:
10        group: ledger