Below is a common high-level architecture for a SaaS retail banking application on AWS (Amazon Web Services):
- User Interface Layer:
- Components:
- Amazon S3 for Static Content: Host static web assets.
- Amazon CloudFront: Content delivery network for low-latency content distribution.
- AWS Amplify or AWS App Runner: Simplify frontend deployment.
- Application Layer:
- Components:
- AWS Elastic Beanstalk or AWS Fargate: For hosting web application servers.
- Amazon API Gateway: Facilitates API management and creation.
- AWS Lambda: For serverless functions, if applicable.
- Amazon Cognito: For user identity and access management.
- Database Layer:
- Components:
- Amazon RDS (Relational Database Service): For transactional data storage.
- Amazon DynamoDB: For NoSQL database requirements.
- Amazon ElastiCache: For caching to enhance performance.
- Amazon Redshift: For analytical and reporting data storage.
- Authentication and Authorization Layer:
- Components:
- Amazon Cognito: For user authentication and identity management.
- AWS Identity and Access Management (IAM): For fine-grained access control.
- Amazon Cognito User Pools: Manage user directories.
- Microservices Layer:
- Components:
- Amazon ECS (Elastic Container Service) or AWS EKS (Elastic Kubernetes Service): For containerized microservices.
- AWS Lambda: For serverless microservices.
- Amazon MQ or Amazon SNS/SQS: For event-driven communication between microservices.
- AWS Step Functions: For orchestrating serverless workflows.
- Event Processing Layer:
- Components:
- Amazon Kinesis: For real-time data streaming and analytics.
- AWS Lambda: For processing events.
- Amazon EventBridge: For event-driven architectures.
- Analytics and Reporting Layer:
- Components:
- Amazon Redshift: For data warehousing and analytical processing.
- Amazon QuickSight: For business intelligence and visualization.
- AWS Glue: For ETL (Extract, Transform, Load) processes.
- Infrastructure as Code (IaC) and CI/CD Layer:
- Components:
- AWS CloudFormation or Terraform: For infrastructure provisioning and management.
- AWS CodePipeline: For continuous integration and continuous delivery (CI/CD).
- AWS CodeBuild: For building and testing application code.
- Monitoring and Logging Layer:
- Components:
- Amazon CloudWatch: For monitoring and logging.
- AWS X-Ray: For tracing and monitoring distributed applications.
- AWS CloudTrail: For audit trail and compliance monitoring.
- Security and Compliance Layer:
- Components:
- AWS Key Management Service (KMS): For encryption of sensitive data.
- AWS Secrets manager: To store keys and secrets
- AWS WAF (Web Application Firewall): For protecting web applications.
- AWS Shield: For DDoS protection.
- Amazon Inspector: For security assessments.
- Global Edge Locations and CDN:
- Components:
- Amazon CloudFront: For edge locations to deliver content globally.
- AWS Global Accelerator: For enhanced availability and reliability.
Considerations:
- High Availability and Fault Tolerance:
- Distribute components across multiple Availability Zones for high availability.
- Compliance and Data Residency:
- Consider compliance requirements and data residency regulations.
- Cost Optimization:
- Leverage AWS cost management tools and best practices.
- Scaling Strategies:
- Implement auto-scaling for various components to handle varying workloads.
- Data Security:
- Encrypt data in transit and at rest, and ensure compliance with banking regulations.
- Backup and Disaster Recovery:
- Implement robust backup and disaster recovery strategies.