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Ritesh, try implementing it on a specific platform, the platform comparison itself will define your answer, it doesn't have a specific ROM/RAM/CPU weighting, it depends on the available instruction set and your understanding of the algorithms to determine which can run faster.
DIT = Decimation in Time.
DIF = Decimation in Frequency.
Hi again,
As both convert time to freq so what does Decimation in Time/Frequency significance??