# Performance and scaling

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A powerful experimentation program requires three things:

- A robust identity resolution system.
- Access to a store of user metadata.
- Access to behavioral cohorts.

Amplitude Experiment provides all three. To get the most out of these capabilities, send a request to Amplitude Experiment's endpoint for each user.

## Implementation recommendations

Follow these recommendations for the best user experience:

- **Use local defaults**. All Amplitude SDKs support local defaults for experiments. Use local defaults for all experiments to handle the rare case when Amplitude's systems are unavailable.
- **Use local storage (cache) on Client SDKs**. Amplitude's client-side SDKs store user variants in local storage, which reduces the number of network calls from the client. For more information, refer to [performance and caching](https://amplitude.com/docs/feature-experiment/under-the-hood/performance-and-caching).

## Architecture

The Amplitude Experiment architecture has two components:

- **Fastly CDN**. Fastly routes all requests to Amplitude servers.
- **Reliable hosted AWS services**. Amplitude uses Application Load Balancer, Relational Databases, and DynamoDB to provide high availability.

![experiment_architecture.png](https://amplitude.com/docs/images/under-the-hood/experiment-architecture-png.png)
