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slide 16 · Cloud

Kubernetes Pod & Cluster Auto-Scaler

Simulate real-time CPU metric spikes, horizontal pod scaling (HPA), and load-balancer distribution limits.

  1. 1HPA Control Loop
  2. 2Traffic Shedding
  3. 3CPU Saturation
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Incoming Traffic (Load Spike)120 RPS
Cluster CPU Average
0%
Active Kubernetes Pods / EC2 Instances (2/6 max)Threshold: Scale Up > 75% · Scale Down < 30%
Node-1Status: Healthy
Node-2Status: Healthy
Node-3Offline
Node-4Offline
Node-5Offline
Node-6Offline