Server Resource Limits: Memory, CPU and Timeouts
A server is not infinite. It has a fixed amount of memory and processing power, and requests that run too long will be cut off. Understanding these limits explains why some operations need special handling.
Working with these constraints, rather than against them, keeps your application fast and stable and your hosting costs predictable.
The Three Limits That Bite Most
- Memory: loading too much at once can crash a process.
- CPU: heavy calculations can starve other requests.
- Timeouts: requests that run too long are terminated.
How We Design Around Them
Big jobs are broken into chunks or moved to background workers, large data sets are streamed rather than loaded whole, and slow tasks never block a user-facing request. This keeps the experience smooth under load.
| Limit | Symptom if exceeded | Our approach |
|---|---|---|
| Memory | Crashes, errors | Stream and batch data |
| CPU | Sluggish for all | Offload to background jobs |
| Timeout | Request cut off | Keep responses quick |
If you need a hand with any of this, your Progressive Robot delivery team is ready to help. Raise a ticket from the Support area of your client portal or speak to your account manager and we will guide you through the next steps.