Performance Anomalies
Query Performance
Slow Queries
| Query | Avg Time | Anomaly Score | Status |
|---|---|---|---|
| SELECT * FROM orders JOIN customers... | 2.4s (+180%) |
|
Critical |
| UPDATE inventory SET stock = stock - ? | 1.1s (+75%) |
|
Warning |
| DELETE FROM logs WHERE created_at < ? | 0.8s (+20%) |
|
Normal |
System Metrics
CPU Usage
78%
Memory
64%
Disk I/O
42%
Network
35%
Performance Tips
-
Add Indexes
Create missing indexes on frequently queried columns
-
Optimize Queries
Rewrite complex joins and subqueries
-
Scale Resources
Consider vertical or horizontal scaling