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Cloud Migration

Cloud Migration AWS: Best Practices for Cost, Security & Performance

September 23, 2026DevSecCops Team15 min read838 words

Organizations seeking agility, flexibility and cost savings often find that moving to the cloud is a tipping point. A well-planned cloud migration AWS strategy is an excellent starting point to modernize IT infrastructure, adopt an MLOps platform, strengthen security scanning solutions and build a reliable pipeline in DevOps. Whether you are moving from on-premises or optimizing an existing cloud setup, success means minimal disruption and strong ROI. Our cloud migration services team helps you plan and execute it end to end.

Step-by-Step Guide: On-Premise to Cloud Migration AWS

A structured framework for cloud migration AWS maximizes efficiency and limits risk. For a deeper enterprise view, read our cloud migration guide for enterprises.

Step 1: Discovery & Assessment

  • Inventory applications and dependencies: use AWS Migration Hub or a similar discovery tool to map workloads. A cloud readiness assessment speeds this up.
  • Classify workloads for rehosting (lift-and-shift), replatforming (minor changes) or refactoring (cloud-native rebuild).
  • Select migration candidates: start with low-risk, high-impact workloads.

Step 2: Select a Migration Method

AWS describes migration with the 7 Rs (see the AWS migration strategies guide):

  • Rehost (lift-and-shift): move applications as-is, for example with AWS Application Migration Service.
  • Replatform (lift-tinker-and-shift): light optimizations, such as moving databases to Amazon RDS services.
  • Refactor (re-architect): rebuild with serverless (AWS Lambda) or microservices.
  • Repurchase: replace applications with SaaS solutions.
  • Retire: switch off obsolete applications.
  • Retain: keep some workloads in a hybrid cloud AWS model.
  • Relocate: move VMware-based workloads to the cloud without changes to the hypervisor layer.

Step 3: Risk, Security & Compliance Planning

Security is the top priority in any cloud migration AWS project.

  • IAM: enforce least-privilege access.
  • Data encryption: use AWS KMS for data at rest and in transit.
  • Threat detection: turn on Amazon GuardDuty for continuous monitoring.
  • Compliance checks: use AWS Config and AWS Artifact to evaluate policies (cloud compliance services).

Step 4: Cost Optimization Strategies

Cloud costs can escalate quickly without governance. Our AWS cost optimization service keeps spend under control.

  • AWS Pricing Calculator: estimate migration and ongoing costs.
  • Reserved Instances and Savings Plans: save up to 72% on long-term compute commitments.
  • AWS Cost Explorer: track spending trends and anomalies so surprises are caught early.

Step 5: Migrate in Phases

  • Pilot migration: start with less critical workloads such as development environments.
  • Database migration: use AWS DMS to manage transfers (database migration services).
  • Cutover testing: validate performance before the final switch.

Step 6: Post-Migration Optimization

  • Monitor performance: use Amazon CloudWatch to collect and analyze metrics in real time.
  • Automated scaling: tune AWS Auto Scaling for changing workloads.
  • Log monitoring tool: use Amazon CloudWatch Logs or Amazon OpenSearch Service as your log monitoring tool for troubleshooting (cloud observability).

Rehosting vs. Replatforming vs. Refactoring

The method you choose affects cost, performance and scalability.

A. Rehosting (Lift-and-Shift)

  • Best for: fast migrations with little change. Example: moving a VMware VM to Amazon EC2 (VMware to AWS case study).
  • Pros: fast, lower risk, minimal downtime. Cons: does not use cloud-native operating benefits.
  • AWS tools: AWS Application Migration Service, VM Import/Export.

B. Replatforming (Lift-Tinker-and-Shift)

  • Best for: apps needing minor tuning. Example: moving an on-premise SQL database to Amazon RDS.
  • Pros: more cost-effective than rehosting. Cons: requires some reconfiguration.
  • AWS tools: AWS Elastic Beanstalk, AWS DMS.

C. Refactoring (Re-architecting)

  • Best for: cloud-native modernization. Example: splitting a monolith into microservices on Amazon EKS managed services.
  • Pros: better performance and lower long-term cost. Cons: effort-intensive and needs expertise.
  • AWS tools: AWS Lambda, AWS Fargate.

AWS Refactoring: Modernizing for Cloud-Native Success

Refactoring suits businesses adopting an MLOps platform, DevOps pipelines or a hybrid cloud AWS strategy. See our application modernization and cloud-native architecture services.

  • Monolith to microservices: deploy on Amazon EKS or AWS App Runner.
  • Serverless: use AWS Lambda instead of EC2 for event-driven workloads.
  • Database modernization: move to Amazon Aurora for high-performance SQL.

Key AWS refactoring tools: AWS CDK for infrastructure as code, container tooling to package legacy .NET/Java applications, and AWS CodePipeline to automate CI/CD.

Best Practices for Cost, Security & Performance

Three pillars ensure migration success:

A. AWS Cost Reduction

  • Spot Instances: save up to 90% on non-critical workloads.
  • Right-sizing: match instance types to workload needs.
  • Auto Scaling: avoid excess provisioned capacity.

B. Security Best Practices

  • AWS Shield: protect applications from DDoS attacks.
  • Centralized logging: Amazon CloudWatch Logs with AWS Security Hub.
  • Security scanning solutions: use Amazon Inspector for automated vulnerability assessments, and embed scans in your pipeline with DevSecOps as a service.

C. Boosting Performance

  • CDN: Amazon CloudFront for faster content delivery.
  • Log analytics: Amazon OpenSearch Service for searchable logs.
  • Optimized pipeline in DevOps: AWS CodeBuild and CodeDeploy for CI/CD (CI/CD automation).

Design & Governance

Design against the AWS Well-Architected Framework to keep cost, security and performance balanced.

Conclusion

A successful cloud migration AWS strategy should:

  • Choose the right method (rehost, replatform, refactor).
  • Put security first with IAM, KMS and GuardDuty.
  • Use AWS-native services, including an MLOps platform and hybrid cloud AWS where it fits.
  • Monitor continuously with a log monitoring tool.

DevSecCops.ai simplifies AWS migration on one platform:

  • Automated security scanning: find vulnerabilities before you migrate.
  • CI/CD integration: deploy smoothly with compliance checks built in.
  • Unified monitoring: performance, logs and security threats in one dashboard.
  • Cost recommendations: smart suggestions to reduce cloud spend.

Planning your migration? Talk to our AWS experts for a free assessment, or see our migration planning assessment.

Frequently Asked Questions

  • What is the best strategy for cloud migration AWS? It depends on the workload: rehost for speed, replatform for balanced savings, refactor for long-term cloud-native gains.
  • How long does an AWS migration take? Small workloads can move in weeks, while large enterprise estates typically run in phases over several months.
  • How do I keep costs down during migration? Estimate with the AWS Pricing Calculator, right-size, use Savings Plans and track spend with Cost Explorer.
  • Can I keep some workloads on-premises? Yes, a hybrid cloud AWS model lets you retain sensitive systems while migrating the rest.

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