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A covering array is an matrix, with entries from an alphabet of size , such that for any choice of rows, and any ordered string of letters of the alphabet, there exists a column such that the “values” of the rows in that column match those of the string of letters. We use the Lov'asz Local Lemma in conjunction with a new tiling-based probability model to improve the upper bound on the smallest number of columns of a covering array.

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