SOFTWARE ENGINEERING

Scaling

Key ideas

  • Vertical scaling: Throw more power at the problem (faster processors, more cores, more RAM)
  • Horizontal scaling: Distributed solution.
  • Caching: Session states need to be stored on an external database or an external persisten cache, like Redis.
  • Load balancing: How many load balancers do we need and where should they be positioned in the topoogy?
  • Database replication: How are preparing for system failure?
  • Database partitioning: Can we shunt requests to different branches?
  • Master-Slave replication: Read from slaves, write to master.
  • Sharding
  • Denormalization