Calculations run on this device. Scenario values are not sent anywhere — the engine is fully local.
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Kubernetes Resource Rightsizer
Set CPU/memory requests from percentile usage and stop funding idle capacity.
Are these requests oversized by 4x again?
Engine 1.0.0 · calculation
1 cores
0.35 cores
MiB
12832768
MiB
6432768
- CPU waste
- 65%
- Mem waste
- 56%
- Suggested CPU
- 0.45
- Suggested Mem
- 1170 MiB
Requests are oversized — reclaim for denser packing.
cpu 0.35/1 mem 900/2048
Method
- Deterministic local model of the mechanism — knobs recompute outputs instantly with no network.
- Numbers are teaching approximations, not production capacity guarantees.