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Evaluating Speed-up Mechanisms: limits of parallelism

In balancing cost against performance, it is necessary to focus resources on those areas where maximum benefit can be gained.

This is in contrast to technological improvements which tend to yield a general enhancement. Indeed this is arguably the defining slogan of computer architecture:

Make the common case fast, and make the fast case common.