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Gustafson's Law Scaled Speedup Calculator

Calculate scaled speedup for a growing (weak-scaling) workload across processors, per Gustafson's Law.

Your inputs

Change any value to update the result instantly.

Technology & Computing
%

Scaled speedup

7.3 x

Processors used

8

Parallelizable fraction

90%

Serial fraction

10%

Speedup per processor added

0.9125 x

Gustafson's Law assumes the problem size grows with processor count, giving more optimistic scaling than Amdahl's Law.

Formula and working

Scaled speedup = N − (1 − P) × (N − 1), where P is the parallelizable fraction and N is the number of processors

  1. 1

    Collect the inputs

    Parallelizable fraction of workload = 90 %; Number of processors = 8

  2. 2

    Apply the formula

    Scaled speedup = N − (1 − P) × (N − 1), where P is the parallelizable fraction and N is the number of processors

  3. 3

    Result

    Scaled speedup = 7.3 x

Frequently asked questions

Important limitation

This is an educational estimate based only on the values and formula shown. Verify current rates, rules, units, and professional standards before relying on the result. It is not personalized financial or investment advice.

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