PINPOLE_CLOUD INFRASTRUCTURE SIMULATION
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Case Study // DynamoDB

DYNAMODB
AT SCALE.

DynamoDB is the default datastore for serverless at massive scale.

Client Overview

Operational Challenges

Engineering teams needed predictable performance, lower risk, and cleaner deployment confidence under real traffic patterns.

polesim analyze --service dynamodb --window 30d
> Risk pattern identified in peak load windows
> Recommended simulation profile generated
Key Config

Enabled

true
Performance Signal

Capacity Mode

on-demand
Recommended Workflows

Implementation Focus

  • Add GSI - Create a new global secondary index
  • Enable PITR - Point-in-time recovery for safety
  • Run Hot-Partition Check - Validate partition key distribution assumptions
High-Impact Notes

What To Optimize First

  • Single-digit ms latency at scale
  • On-demand or provisioned throughput
  • Global Tables for multi-region active-active
  • Streams for change data capture
Next Step

USE PINPOLE.CLOUD TO IMPROVE THIS ARCHITECTURE.

Simulate before deploying, reduce failure risk, and turn configuration insights into reliable implementation plans.

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