🧠 Live Auto-Optimization Dashboard

AI continuously optimizes your cache in real-time

System Active
Optimizing...
Learning Progress: 87%
Cycles: 1,247
Hit Rate
94.7%
+2.3% from baseline
Average Latency
12ms
-45% reduction
Cost Savings
$2,847
This month
Cache Size
8,432
+523 optimized
TTL Multiplier
1.35x
Adaptive
CO₂ Saved
47.2kg
Environmental impact

🔄 Live Optimizations

Real-time adjustments

📊 Performance Trends

💡 AI Recommendations

Based on current patterns and performance metrics

HIGH

Increase Cache Size

Memory pressure is low. Increasing cache size by 20% could improve hit rate to 97%

MEDIUM

Enable Prefetching

Predictable access patterns detected. Prefetching could reduce latency by 30%

LOW

Optimize Compression

Enable compression for large objects to save bandwidth costs