Can Redis caching layer optimization solve our database CPU utilization hitting one hundred percent right now or do we need to scale up our RDS instance immediately
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can Redis caching layer optimization solve our database CPU utilization hitting one hundred percent right now or do we need to scale up our RDS instance immediately
1 real search · 1 real-search pass
AWS RDS high CPU utilization troubleshooting Performance Insights scale instance Redis caching guidanceGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
AWS RDS high CPU utilization troubleshooting Performance Insights scale instance Redis caching guidance Google ↗
- Best practices for Amazon RDS · docs.aws.amazon.com
- Resolve high CPU use on RDS for MySQL or Aurora MySQL · repost.aws
- Analyzing Amazon RDS Database Workloads with Performance Insights · aws.amazon.com