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Table 3 The running time of 16S rRNA datasets between aligned and unaligned sequences (Unit: seconds)

From: Reconstructing evolutionary trees in parallel for massive sequences

  Small Big
Unaligned(Hadoop) 15,736 106,400
Aligned(Hadoop) 12,464 86,400
Unaligned(Spark) 4739 35,869
Aligned(Spark) 3159 30,012