Excerpt from On the Analysis of Computer Performance Data

This reduction by means of the principal component analysis has the disadvantage that the scores in the matrix B, for a given system are not determined solely by the benchmark times for that system. If a new system is added to the set, then the characterizations for all the systems may change. Therefore, we will discuss a second technique to define the scores for the systems.

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