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Show me API latency trends for the payment service over the last 24 hours

Visualization

LINE CHART

P50, P95, and P99 latency trends showing spike at 14:30 UTC

Key Insights

  • P95 latency increased from 450ms to 1.8s at 14:30 UTC
  • Spike correlates with database connection pool saturation
  • 15% of requests exceeded SLA threshold (>1s)
  • Pattern matches previous incident on March 7th

Detected Anomalies

  • ⚠Abnormal latency spike: 4x normal baseline
  • ⚠Request rate unchanged during latency increase
  • ⚠Database query time increased by 340%

Predictions

  • →If current trend continues, SLA breach expected in 2 hours
  • →Memory usage trending toward OOM in 4 hours
  • →Customer impact will reach critical threshold at current rate

Recommendations

  • ✓Scale payment service pods from 3 to 5 immediately
  • ✓Increase database connection pool size
  • ✓Enable caching for frequently accessed data
  • ✓Implement circuit breaker to prevent cascade

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