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Rules of Thumb, Back of the Envelope and Little's Law

机译:经验法则,信封背面和利特尔定律

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Performance analysis starts on "Day 1" of the project. There are some "rules of thumb" that can be used to start estimating the performance and to determine a "resource budget" for the components (how much can be spent to process a unit of work). There are some simple "back of the envelope" calculations that can be done (and should be continuously recalculated throughout the life of the project) that will provide targets against which the software can be tested as soon as the developer has a working copy in unit testing. This paper outlines some of the techniques that the author has found valuable in doing performance analysis for the last 35 years. There is nothing unique about these techniques, but they can be applied to all types of systems from computer systems to call centers to inventory management in a factory and to barbershops. These are techniques that everyone on the project from the system engineers to the architects to the testers should know how to use.
机译:绩效分析从项目的“第一天”开始。有一些“经验法则”可用于开始评估性能并确定组件的“资源预算”(处理一个工作单元可以花费多少)。可以进行一些简单的“封底”计算(并且在项目的整个生命周期中应不断重新计算),这些计算将提供目标,一旦开发人员拥有单位有效的副本,就可以针对该目标进行测试测试。本文概述了作者发现的在过去35年中对性能分析有价值的一些技术。这些技术没有什么独特之处,但是它们可以应用于所有类型的系统,从计算机系统到呼叫中心再到工厂的库存管理和理发店。这些技巧,从系统工程师到架构师再到测试人员,项目中的每个人都应该知道如何使用。

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