Compute

Cluster efficiency

CPU, memory and utilization posture for compute observed by the LakeOps scanner.

Rightsizing candidate

c-oversized is averaging only 13.1% CPU.

Sustained low average and P95 utilization suggests this cluster should be reviewed for downsizing, autoscaling or schedule changes before additional capacity is purchased.

Avg CPU

13.1%

P95 CPU

23%

Avg memory

18.5%

Clusters observed

2 in healthy band

Compute findings

Rightsizing signals

Lowest avg CPU

13.1%

c-oversized

Samples analyzed

720

Node timeline points

Cluster utilization

Average CPU and memory with a 25% rightsizing review threshold

Review below 25% avg CPU

c-oversized

240 samples

Rightsize

Avg CPU13.1%

P95 CPU23%

Memory18.5%

Low sustained utilization. Review worker size, autoscaling bounds and active schedule.

c-normal

240 samples

Healthy

Avg CPU41.7%

P95 CPU52.7%

Memory47%

c-hot

240 samples

Healthy

Avg CPU62.5%

P95 CPU74%

Memory62.7%

Compute investigations

Rightsizing signals from observed utilization

mediumcompute · LOW UTILIZATION

Low utilization on cluster c-oversized

Review cluster sizing, autoscaling bounds, or whether the workload can use a smaller compute shape.

avg memory percent: 18.5p95 cpu percent: 23samples: 240

Confidence

88%

Current

13.1%