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Complexity is the single major difficulty in the successful development of large-scale software systems.
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Testing: This is attempting to understand a system from the outside — as a “black box”.
Informal Reasoning: This is attempting to understand the system by examining it from the inside.
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This cause is basically in many ways a secondary eect — much code is simply concerned with managing state or specifying control.
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Some estimates software problems cost the American economy $59 billion annually.
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“testing is hopelessly inadequate....(it) can be used very effectively to show the presence of bugs but never to show their absence.”
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In the absence of language-enforced guarantees (i.e. restrictions on the power of the language) mistakes (and abuses) will happen.
The more powerful a language (i.e. the more that is possible within the language), the harder it is to understand systems constructed in it.
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The type of complexity we are discussing in this paper is that which makes large systems hard to understand. It is this that causes us to expend huge resources in creating and maintaining such systems.
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CURATED FROM
Dealing with complexity of software systems could be daunting. But there are some ways to tackle it.
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Keyword difficulty is an SEO metric that estimates how difficult it is to rank for a keyword, based on the authority of the sites that already rank for that keyword.
The higher the keyword difficulty, the harder it is to rank for that keyword.
The metric on a scale of 1-10 takes in...
While simplicity can lead to innovative thinking, complexity is often used to impress rather than to help.
Complexity is not all bad. Some complexity is desirable. When things are too simple, it is often boring. The ideal level of complexity is a moving target - the more e...
In Living with Complexity , Professor Donald Arthur Norman wrote: “When things are too simple, they are also viewed as dull and uneventful. Psychologists have demonstrated that people prefer a middle level of complexity: too simple and we are bored, too compl...
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