Space Efficiency
Suffix arrays were introduced by Manber & Myers (1990) in order to improve over the space requirements of suffix trees: Suffix arrays store integers. Assuming an integer requires bytes, a suffix array requires bytes in total. This is significantly less than the bytes which are required by a careful suffix tree implementation.
However, in certain applications, the space requirements of suffix arrays may still be prohibitive. Analyzed in bits, a suffix array requires space, whereas the original text over an alphabet of size does only require bits. For a human genome with and the suffix array would therefore occupy about 16 times more memory than the genome itself.
Such discrepancies motivated a trend towards compressed suffix arrays and BWT-based compressed full-text indices such as the FM-index. These data structures require only space within the size of the text or even less.
Read more about this topic: Suffix Array
Famous quotes containing the words space and/or efficiency:
“I would have broke mine eye-strings, cracked them, but
To look upon him, till the diminution
Of space had pointed him sharp as my needle;
Nay, followed him till he had melted from
The smallness of a gnat to air, and then
Have turned mine eye and wept.”
—William Shakespeare (15641616)
“Nothing comes to pass in nature, which can be set down to a flaw therein; for nature is always the same and everywhere one and the same in her efficiency and power of action; that is, natures laws and ordinances whereby all things come to pass and change from one form to another, are everywhere and always; so that there should be one and the same method of understanding the nature of all things whatsoever, namely, through natures universal laws and rules.”
—Baruch (Benedict)