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A cost semantics for self-adjusting computation

机译:用于自调节计算的成本语义

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摘要

Self-adjusting computation is an evaluation model in which programs can respond efficiently to small changes to their input data by using a change-propagation mechanism that updates computation by re-building only the parts affected by changes. Previous work has proposed language techniques for self-adjusting computation and showed the approach to be effective in a number of application areas. However, due to the complex semantics of change propagation and the indirect nature of previously proposed language techniques, it remains difficult to reason about the efficiency of self-adjusting programs and change propagation.
机译:自调整计算是一种评估模型,其中程序可以通过使用更改传播机制来响应对其输入数据的小变化,该转换传播机制仅通过重新构建受更改影响的部件来更新计算。以前的工作已经提出了用于自调节计算的语言技术,并显示了在许多应用领域有效的方法。然而,由于变化传播的复杂语义和先前提出的语言技术的间接性质,它仍然难以理解自我调整程序的效率和改变传播。

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