The Art of Computer Programming by Donald E. Knuth

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The Art of Computer Programming is a multi-volume work by Donald E. Knuth that comprehensively covers fundamental algorithms and their analysis, serving as an essential reference for computer scientists and programmers. It matters due to its authoritative depth and influence on the development of algorithmic thinking and software engineering practices. One concrete detail is that the series is renowned for introducing the Big O notation for describing the performance of algorithms.