Real-Time Cloud Scaling using AI
🔷 Introduction Traditional auto-scaling mechanisms rely on static thresholds, which fail under dynamic workloads. AI-based scaling introduces predictive intelligence. 🔷 Types of Scaling Approaches 1. Static Scaling 2. Reactive Scaling 3. Predictive Scaling (AI-Based) 🔷 AI-Based Scaling Workflow 🔷 Scaling Decision Logic Example: Enhanced with prediction: 🔷 Benefits of AI Scaling ✔ Reduced SLA violations✔ … Read more