Event-Driven Architecture with AI: Real-time Processing and Analytics

Introduction

Event-driven architecture enables real-time processing and analytics. AI can enhance event processing, pattern recognition, and decision-making.

AI-Enhanced Event Processing

// AI-powered event processor
class AIEventProcessor {
  async processEvent(event: Event): Promise {
    // AI analyzes event patterns
    const pattern = await this.aiModel.analyzePattern(event);
    
    // AI suggests actions based on patterns
    const actions = await this.aiModel.suggestActions(pattern);
    
    return {
      eventId: event.id,
      pattern: pattern,
      suggestedActions: actions,
      confidence: pattern.confidence
    };
  }
}
            

Bibliography

• Hohpe, G., & Woolf, B. (2003). "Enterprise Integration Patterns"
• Fowler, M. (2017). "Event Sourcing"