An Overview of kubernetes Backup Strategyies Before Release.
Focus:
- Tailored for SRE, DevOps, Cloud, and DevSecOps Engineers
Breakdown:
- Intro,
- Key Backup Strategies and Best Practices,
- Rollback Strategy & Disaster Recovery,
- Data Integrity & Consistency,
- Security & Compliance,
- Protection Against Configuration Drift,
- Minimize Downtime & Business Impact,
- Version Control & Auditability,
- Cloud-Native Considerations (Immutable Deployments),
- Best Practices for Backup Before Release,
- Recommended backup strategies for Cloud Environment (AWS, kubernetes),
- AWS Backup Strategies,
- Kubernetes Backup Strategies (EKS, Self-Managed K8s),
- Best Practices for AWS & Kubernetes Backups,
- Automate backups with AWS Backup, Lambda, or Kubernetes CronJobs.
Intro:
- A robust Kubernetes backup strategy before a release integrates GitHub, operation, application-aware snapshots, and rigorous testing.
- Backup before a release is crucial for multiple reasons, especially in twtech roles as an SRE, DevOps, Cloud, and DevSecOps engineers.
Key Backup Strategies and Best Practices
Embrace GitOps for Configuration Management:
- twtech Treats all Kubernetes resources (Deployments, Services, ConfigMaps, Secrets) as code and version control them in a Git repository.
- In a disaster, twtech doesn't back up the cluster configuration itself; it rebuilds the cluster and resync the manifests from Git.
- This is twtech primary configuration "backup" and disaster recovery mechanism for stateless components.
- Backup strategies consider the application as a whole, including its data and all related Kubernetes objects (like Persistent Volumes/PVCs, Secrets, ConfigMaps, and StatefulSets).
- twtech uses tools designed for cloud-native data protection, such as Kasten K10, that can handle application consistency, especially for databases.
- twtech maintains at least three copies of its data, stored on two different types of media, with one copy stored offsite or in another cloud region.
- This protects against single points of failure and region-specific outages.
- twtech automate backup processes to minimize manual intervention and ensure consistency.
- it establishes clear retention policies to manage storage costs and compliance requirements.
- A backup is not a backup until twtecg has successfully restored from it.
- twtech conducts periodic, automated restore tests in a separate, isolated environment to validate data integrity, authenticity, and its recovery procedures.
- Backups contain sensitive information.
- twtech ensures backups are encrypted both in-transit and at-rest.
- twtech utilizes features like object lock or versioning in its object storage to protect backups from accidental deletion , corruption or ransomware attacks.
- For stateful applications, twtech uses native cloud provider solutions (e.g., AWS EBS snapshots) for efficient and consistent volume backups
By combining these strategies, twtech ensures that both its application code (via GitHub) and data (via robust, tested backups) are protected before a new release is deployed to production.
1. Rollback
Strategy & Disaster Recovery
- If
the new release introduces critical
bugs, misconfigurations, or security vulnerabilities, a backup
ensures you can revert to a stable
state.
- Helps
minimize downtime and ensures
business continuity.
2. Data
Integrity & Consistency
- Application
releases may involve database schema
changes, data migrations, or configurations that could corrupt or
alter critical data.
- A
backup ensures that if something goes
wrong, data can be restored without permanent loss.
3. Security
& Compliance
- Security
policies and compliance frameworks like SOC 2, ISO 27001, GDPR, and HIPAA often mandate regular backups.
- In
case of a failed release, a backup ensures data integrity and adherence to security standards.
4. Protection
Against Configuration Drift
- Infrastructure-as-Code (IaC) and CI/CD pipelines can
introduce unintended changes.
- Having a backup allows teams to revert configurations to a known good state if
necessary.
5. Minimize
Downtime & Business Impact
- Without a backup, a failed deployment could lead to extended outages, affecting
revenue, SLAs, and user experience.
- A quick rollback via backup helps in rapid service restoration.
6. Version
Control & Auditability
- Backups serve as a reference for change history and help in troubleshooting unexpected issues after deployment.
- Useful for forensics
in case of security breaches.
7. Cloud-Native
Considerations (Immutable Deployments)
- Even in containerized or serverless environments, certain
stateful services (e.g., databases, persistent storage) require point-in-time recovery.
- Backups ensure resilience in multi-cloud or hybrid architectures.
Best Practices for Backup Before Release
- Automate backups as part of the CI/CD pipeline
- Store backups in highly available and secure locations (e.g., AWS S3 with versioning)
- Use incremental and full backups for efficiency
- Perform test restores to ensure backup integrity
- Implement backup retention policies to optimize storage
Recommended backup strategies for Cloud Environment (AWS, kubernetes)
- For AWS and Kubernetes, backup strategies should be tailored to the workload, data retention requirements, and recovery objectives (RTO/RPO).
- Below are the best and recommended backup strategies for each environment.
1. AWS Backup Strategies
AWS provides multiple native backup solutions and best practices:
a. Amazon
EBS Snapshots (For EC2 & Persistent Storage)
- Automate
EBS volume snapshots using
AWS Backup or Lambda functions.
- Use
Lifecycle Policies to manage
retention and cost.
- Store
snapshots in multiple AWS Regions
for disaster recovery.
b. Amazon
RDS & DynamoDB Backups (For Databases)
- Enable
automated backups (RDS allows
point-in-time recovery up to 35 days).
- Use
manual snapshots before major
schema changes.
- Use
AWS Backup for centralized
database backup management.
c. S3
Backup & Versioning (For Object Storage)
- Enable
S3 Versioning to protect
against accidental deletions.
- Use S3 Replication
(Cross-Region Replication - CRR) for DR.
- Leverage S3 Lifecycle
Policies to move backups to Glacier for cost efficiency.
d. AWS
Backup Service (Centralized & Policy-Based)
- Automates backups for EBS,
RDS, DynamoDB, EFS, FSx, EC2, and S3.
- Enables cross-account
and cross-region backup replication.
- Provides compliance
monitoring and backup auditing.
e. AWS
Lambda & AWS Step Functions for Automation
- Use AWS Lambda with CloudWatch
Events to schedule backup tasks.
- AWS Step Functions can automate complex backup workflows
across services.
f.
Disaster Recovery & Multi-Region Strategy
- Utilize AWS Elastic
Disaster Recovery (AWS DRS) for EC2 failover.
- Implement AWS Route 53
health checks and failover policies.
- Deploy multi-region
architectures (Active-Active or Active-Passive).
2. Kubernetes Backup Strategies (EKS,
Self-Managed K8s)
Kubernetes backup strategies focus on persistent volumes, cluster configurations, and
application state.
a.
Backup Persistent Volumes (PV)
- Kasten k10 (tool for Kubernetes backups)
- Backs up PersistentVolumes,
ConfigMaps, Secrets, Deployments, Services.
- Supports AWS S3,
Azure Blob, GCP Storage.
- Enables disaster
recovery across clusters.
- EBS Snapshots for
Persistent Volumes
- Use EBS-backed PVs
and take EBS snapshots regularly.
- Automate with AWS
Backup or Kasten k10.
b. etcd
Backup (Kubernetes Cluster State)
- For self-managed
Kubernetes, back up
etcdregularly:
# shETCDCTL_API=3 etcdctl snapshot save snapshot.db- For AWS EKS,
use:
# shaws eks update-cluster-config --name twtech-eks-cluster \--resources-vpc-config endpointPublicAccess=false- Store snapshots in S3,
EFS, or a secured storage location.
c.
Application Configuration & Stateful Data Backup
- Store Helm charts and
Kubernetes manifests in Git
(GitHub).
- Use Git/GitHub for application state version control.
- Ensure database and
persistent data backups (e.g., MySQL/MongoDB inside Kubernetes).
d.
Disaster Recovery for Kubernetes
- Use multi-region
Kubernetes clusters.
- Implement cross-cluster
replication (Velero or Kasten K10).
- Use Route 53 failover
and AWS Global Accelerator for traffic routing.
3. Best Practices for AWS & Kubernetes Backups,
Automate backups with AWS Backup, Lambda, or Kubernetes CronJobs.
- Implement retention policies to optimize storage costs
- Use cross-region and cross-account replication for DR
- Regularly test backup restoration for reliability
- Encrypt backups using KMS (AWS) or Secrets Management (Kubernetes)
- Ensure IAM least privilege access to backup resources
- Monitor backups with CloudWatch, Prometheus, or Grafana or Datadog.
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