Cloud Computing with AI: Scalability and Cost Optimization
Introduction
AI can optimize cloud resource usage, predict scaling needs, and reduce costs through intelligent resource management.
AI-Enhanced Cloud Management
// AI cloud optimizer
class AICloudOptimizer {
async optimizeResources(usageData: CloudUsage): Promise {
const analysis = await this.aiModel.analyzeUsage(usageData);
return {
recommendations: analysis.recommendations,
estimatedSavings: analysis.estimatedSavings,
scalingPlan: analysis.scalingPlan,