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Cost efficiency

From Wikipedia, the free encyclopedia
Computer algorithms, refers to a measure of how effectively parallel computing can be used
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(April 2024)

Cost efficiency (orcost optimality), in the context ofparallel computeralgorithms, refers to a measure of how effectively parallel computing can be used to solve a particular problem. A parallel algorithm is considered cost efficient if itsasymptotic running time multiplied by the number of processing units involved in the computation is comparable to the running time of the best sequential algorithm.

For example, an algorithm that can be solved inO(n){\displaystyle O(n)} time using the best known sequential algorithm andO(np){\displaystyle O\left({\frac {n}{p}}\right)} in a parallel computer withp{\displaystyle p} processors will be considered cost efficient.

Cost efficiency also has applications tohuman services.

References

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  • Advanced Computer Architectures: A Design Space Approach, D. Sima, T. Fountain and P. Kacsuk, Addison-Wesley, 1997.
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