# Scaling & Performance

> Source: https://docs.synthesized.io/tdk/latest/user_guide/050_deployment_operations/scaling/
> For the complete documentation index, see [llms.txt](https://docs.synthesized.io/llms.txt).

Optimize platform performance and scale for large datasets and high throughput.

## What You’ll Find Here

- **Performance Tuning** - Optimization techniques
- **Horizontal Scaling** - Platform workers and parallel processing
- **Resource Allocation** - Memory and CPU tuning
- **Database Optimization** - Index management and batch tuning

## All Topics

- [Improving Performance](https://docs.synthesized.io/tdk/latest/user_guide/080_troubleshooting/performance/improving_performance)
- [Synthesized Workers](https://docs.synthesized.io/tdk/latest/user_guide/020_guides/advanced_workflows/workers)

## Where to Start

- [Performance Tuning Guide](https://docs.synthesized.io/tdk/latest/user_guide/080_troubleshooting/performance/improving_performance)
- [Set Up Synthesized Workers](https://docs.synthesized.io/tdk/latest/user_guide/020_guides/advanced_workflows/workers)

## Related Topics

- [Monitoring](https://docs.synthesized.io/tdk/latest/user_guide/050_deployment_operations/monitoring/)
- [Performance Troubleshooting](https://docs.synthesized.io/tdk/latest/user_guide/080_troubleshooting/performance/)