Scalability

1. Horizontal Scaling

  • Node distribution
  • Load balancing
  • Sharding strategies
  • Replication policies

2. Performance Optimization

  • Caching layers
  • Connection pooling
  • Resource management
  • Query optimization

3. Resource Management

  • Memory utilization
  • Storage efficiency
  • Network bandwidth
  • Computation distribution