AWS Solution Architecture Guide
Serverless, scalable, and cost-effective AWS cloud infrastructure.
When to Use
- •Designing AWS architecture for new applications
- •Optimizing AWS costs
- •Building serverless applications
- •Creating infrastructure as code
- •Multi-region deployments
Architecture Patterns
1. Serverless Web Application
Best for: SaaS platforms, mobile backends, low-traffic sites
code
Frontend: S3 + CloudFront API: API Gateway + Lambda Database: DynamoDB or Aurora Serverless Auth: Cognito CI/CD: Amplify or CodePipeline
Cost: $50-500/month
2. Event-Driven Microservices
Best for: Complex workflows, async processing
code
Events: EventBridge Processing: Lambda or ECS Fargate Queue: SQS (with DLQ) State: Step Functions Storage: DynamoDB, S3
Cost: $100-1000/month
3. Modern Three-Tier
Best for: Traditional web apps, e-commerce
code
Load Balancer: ALB Compute: ECS Fargate or EC2 Auto Scaling Database: RDS Aurora Cache: ElastiCache Redis CDN: CloudFront
Cost: $300-2000/month
Service Selection Guide
Compute
| Service | Use Case |
|---|---|
| Lambda | Event-driven, short tasks (<15 min) |
| Fargate | Containerized apps, long-running |
| EC2 | Custom configs, GPU/FPGA |
| App Runner | Simple container deployment |
Database
| Service | Use Case |
|---|---|
| DynamoDB | Key-value, serverless, <10ms latency |
| Aurora Serverless | Relational, variable workloads |
| RDS | Traditional databases |
| DocumentDB | MongoDB-compatible |
| Neptune | Graph database |
Storage
| Service | Use Case |
|---|---|
| S3 Standard | Frequent access |
| S3 IA | Backups, archives |
| S3 Glacier | Long-term archives |
| EFS | Shared file system |
| EBS | Block storage for EC2 |
Infrastructure as Code
CDK Example
typescript
import * as cdk from 'aws-cdk-lib';
import * as lambda from 'aws-cdk-lib/aws-lambda';
import * as apigateway from 'aws-cdk-lib/aws-apigateway';
export class ApiStack extends cdk.Stack {
constructor(scope: cdk.App, id: string) {
super(scope, id);
const handler = new lambda.Function(this, 'Handler', {
runtime: lambda.Runtime.NODEJS_18_X,
code: lambda.Code.fromAsset('lambda'),
handler: 'index.handler',
});
new apigateway.LambdaRestApi(this, 'Api', {
handler,
});
}
}
CloudFormation Snippet
yaml
Resources:
MyFunction:
Type: AWS::Lambda::Function
Properties:
Runtime: nodejs18.x
Handler: index.handler
Code:
S3Bucket: !Ref CodeBucket
S3Key: function.zip
MemorySize: 256
Timeout: 30
Cost Optimization
Quick Wins
- •Enable S3 Intelligent-Tiering
- •Use Savings Plans for predictable workloads
- •Set CloudWatch log retention (7-30 days)
- •Use VPC endpoints instead of NAT Gateway
- •Right-size Lambda memory
Cost Breakdown Tips
- •Enable Cost Explorer
- •Set up billing alerts
- •Tag all resources for tracking
- •Review NAT Gateway traffic
- •Check data transfer costs
Security Best Practices
| Practice | Implementation |
|---|---|
| Least Privilege | IAM roles with minimal permissions |
| Encryption | KMS for at-rest, TLS for transit |
| Network Isolation | Private subnets, security groups |
| Secrets | Secrets Manager, not hardcoded |
| API Protection | WAF, rate limiting, API keys |
| Audit Logging | CloudTrail, VPC Flow Logs |
Startup Stages
MVP ($20-100/month)
- •Amplify full-stack
- •Lambda + API Gateway + DynamoDB
- •Cognito for auth
- •S3 + CloudFront for frontend
Growth Stage ($500-2000/month)
- •Add ElastiCache
- •Aurora Serverless for complex queries
- •CloudWatch dashboards and alarms
- •CI/CD pipeline
- •Multi-AZ deployment
Scale-Up ($3000-10000/month)
- •Multi-region deployment
- •DynamoDB Global Tables
- •WAF and Shield
- •Advanced monitoring (X-Ray)
- •Reserved capacity
Common Pitfalls
- •Over-engineering early - Don't build for 10M users with 100
- •Public S3 buckets - Block public access
- •Overly permissive IAM - Avoid
*permissions - •No caching - Add CloudFront early
- •NAT Gateway costs - Use VPC endpoints