BrainPredict Commerce Performance Tuning

Performance Tuning

Optimize BrainPredict Commerce for maximum performance and speed.

1. Caching Strategy

Enable Response Caching

{
  "cache_enabled": true,
  "cache_ttl": 3600,
  "cache_strategy": "redis"
}

Cache Optimization

• Set appropriate TTL values
• Use cache warming for popular items
• Implement cache invalidation strategies
• Monitor cache hit rates

2. API Optimization

• Use pagination for large result sets
• Request only needed fields
• Set appropriate timeouts
• Implement retry logic with exponential backoff
• Use connection pooling

3. Database Optimization

• Index frequently queried fields
• Optimize query patterns
• Use read replicas for analytics
• Implement data archiving

4. Monitoring & Alerts

Set up comprehensive monitoring:

• Response time monitoring
• Error rate tracking
• Resource utilization alerts
• Performance degradation detection

5. Load Testing

Regular performance testing:

• Simulate peak traffic scenarios
• Test API rate limits
• Validate caching effectiveness
• Monitor resource consumption