resource scheduling
stranded resources
keywords
- isolation
- sizing
- utilization
compressible resources & non-compressible resources
request and limit
sizing
Benchmarks are hard Accurate benchmarks are very hard
horizontal scaling
Horizontal scaling is not enough
Resource needs change over time
If only we had an "autopilot" mode...
- Collect stats & build a model
- Predict and react
- Manage Pods, Deployments, Jobs
- Try to stay ahead of the spikes
