Coding Blocks

Designing Data-Intensive Applications – Scalability

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Dec 9, 2019
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INSIGHT

Understanding Scalability

  • Scalability measures a system's ability to handle increased load effectively.
  • It focuses on what options exist to cope with growth and how easy scaling resources is.
INSIGHT

Load Parameters Define System Stress

  • Load parameters quantify system stress but do not measure performance.
  • They vary by scenario, such as requests per second or read-write ratios.
ANECDOTE

Estimating Concurrent Users Formula

  • The hosts share an old formula to estimate concurrent users based on think time, page views, and CPU.
  • This exemplifies how load parameters were calculated in practice historically.
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