Incidents & Recommendations

Lakehouse Optimizer tracks and provides guidance related to the following suboptimal scenarios that you might have encounter in your Lakehouse deployment.

LHO provides recommendations for the the following types of incidents:

Entity	Incident
Subscriptions	Monthly Cost above Threshold
Workspaces	Monthly Cost above Threshold
Workflows	Monthly Cost above Threshold
Workflows	Over-Provisioning Cluster CPU Driver Memory Driver CPU Driver Memory
Workflows	Under-Provisioning Cluster CPU Driver Memory Driver CPU Driver Memory
Workflows	Imbalanced-Provisioning CPU Memory
Workflows	Bad Skew
Workflows	Disk Spillage
Workflows	Run Failure
Workflows	Job with All Purpose Clusters
Delta Live Tables	Over Provisioning Cluster CPU Cluster Memory
Delta Live Tables	Under Provisioning Cluster CPU Cluster Memory
Delta Live Tables	Update Failure
Delta Live Tables	Monthly Cost above Threshold
All Purpose Clusters	Monthly Cost above Threshold
All Purpose Clusters	Auto Shutdown Timeout Shutdown Timeout above Threshold Shutdown Timeout Missing
All Purpose Clusters	Total Idle Time above Threshold
All Purpose Clusters	Over-Provisioning Cluster CPU Driver Memory Driver CPU Driver Memory
All Purpose Clusters	Under-Provisioning Cluster CPU Driver Memory Driver CPU Driver Memory
Pools	Auto Shutdown Timeout Shutdown Timeout above Threshold