Useful Data Tips

AWS DynamoDB

โฑ๏ธ 8 sec read ๐Ÿ—„๏ธ Data Management

What it is: AWS fully managed serverless NoSQL database. Key-value and document data models. Single-digit millisecond performance at any scale.

What It Does Best

Zero operations. No servers to manage. Auto-scaling, backups, encryption built-in. True serverless.

Consistent performance. Single-digit millisecond reads/writes at any scale. No performance cliffs.

Event-driven architecture. DynamoDB Streams trigger Lambda functions. Real-time data processing.

Key Features

Global tables: Multi-region, multi-active replication

DynamoDB Streams: Change data capture for event-driven apps

Transactions: ACID transactions across multiple items

Auto-scaling: Automatically adjust capacity based on traffic

Point-in-time recovery: Restore to any second in last 35 days

Pricing

On-demand: $1.25 per million writes, $0.25 per million reads

Provisioned: $0.47 per write capacity unit/month, cheaper for steady workloads

Storage: $0.25 per GB/month

Free tier: 25 GB storage, 25 WCU, 25 RCU forever

When to Use It

โœ… AWS-native applications

โœ… Serverless architectures

โœ… Gaming leaderboards, session stores

โœ… Mobile app backends with spiky traffic

โœ… Need predictable single-digit millisecond latency

When NOT to Use It

โŒ Complex queries and joins (limited query patterns)

โŒ Analytics and aggregations (no GROUP BY)

โŒ Multi-cloud or hybrid deployments

โŒ Need flexible schema changes frequently

โŒ Budget very tight (can get expensive at scale)

Common Use Cases

User sessions: Fast, scalable session stores for web apps

Gaming: Player profiles, game state, leaderboards

Mobile backends: User data, app state with offline sync

Shopping carts: E-commerce cart and order management

IoT data: Device state and telemetry at massive scale

DynamoDB vs Alternatives

vs MongoDB: DynamoDB simpler ops, MongoDB more flexible queries

vs Cassandra: DynamoDB fully managed, Cassandra more control

vs Redis: Redis faster for caching, DynamoDB better for persistence

Unique Strengths

True serverless: Zero infrastructure management

Predictable performance: Guaranteed single-digit millisecond latency

Global tables: Multi-region replication in minutes

AWS integration: Native integration with Lambda, IAM, CloudWatch

Bottom line: Best serverless database for AWS. Design your access patterns upfrontโ€”DynamoDB rewards good data modeling. Perfect for microservices, terrible for ad-hoc analytics.

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