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From Single Server to Global Scale: A Journey Through System Evolution

  • Many systems evolve differently in reality than ideal scenarios, often necessitating multiple rewrites.
  • Systems typically move up one or two stages and remain there throughout their lifespan.
  • Avoiding full-application rewrites is crucial due to time and complexity concerns.
  • The journey of system evolution begins with a single server handling all tasks.
  • As a system grows, limitations emerge, such as overwhelmed servers and slower database querying.
  • Vertical scalability involves hardware upgrades without architectural changes.
  • Vertical scaling becomes costly and has limitations in terms of memory and CPU cores.
  • Functional partitioning involves separating services like web servers and databases onto different machines.
  • Horizontal scalability splits different components of a web app across multiple machines.
  • Global scalability involves distributing data centers worldwide for improved latency and disaster recovery.

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