# Scalability Calculations

## Requirements

- Expected Traffic: 15,000 requests/second
- Capacity per Container: 500 requests/second
- Safety Margin: 30%

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## Step 1: Calculate Required Containers

15000 ÷ 500 = 30 Containers

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## Step 2: Add Safety Margin

30 × 30% = 9 Containers

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## Total Containers

30 + 9 = **39 Containers**

The application should start with 39 containers to handle the expected traffic safely.


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# Cold Start Strategy

To reduce cold start time:

- Keep a minimum of 2 containers always running.
- Use lightweight Docker images.
- Pre-pull container images on worker nodes.
- Configure Horizontal Pod Autoscaler (HPA).
- Enable readiness probes before sending traffic to new containers.

This strategy reduces startup delay and improves application availability during traffic spikes.


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# Using Ghaymah Block Storage

Block Storage provides persistent storage for applications that need to keep data even if containers are restarted or replaced.

Common use cases:

- Databases (PostgreSQL, MySQL)
- Application logs
- User uploaded files
- Backup data

Benefits:

- Persistent storage
- High availability
- Data remains available after container restarts
- Easy to attach to new containers