Update README.md

Author: pratiktech28

README.md

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+**Resilient Infrastructure & Orchestration**
+The project is designed to handle high-performance GPR simulations that can be resource-intensive. To ensure zero downtime and handle potential container failures, we leverage orchestration principles.
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+**Self-Healing & Auto-Scaling (The K8s Strategy)**
+**Self-Healing**: If a Docker container crashes due to a resource-intensive simulation (OOM or Segfault), the ReplicaSet immediately detects the failure and spins up a healthy pod to maintain the desired state (e.g., 10 active pods).
+**Dynamic Scaling**: To optimize the "100 Parallel Pads" Roadmap, the system can use a Horizontal Pod Autoscaler (HPA). When the CPU/Memory load increases during massive physics computations, it can automatically scale the cluster from 10 replicas to 100 replicas in real-time.
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+<img width="1335" height="154" alt="image" src="https://github.com/user-attachments/assets/9e4ebe60-5aad-4570-ba02-eb04b4522b0f" />
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 ## 🛠️ Tech Stack & Requirements