External Sort Code in C/C++
mirjafarali at gmail.com
Wed Feb 24 06:22:45 UTC 2010
On Wed, Feb 24, 2010 at 12:11 AM, Karl Auer <kauer at biplane.com.au> wrote:
> On Tue, 2010-02-23 at 22:17 -0600, MirJafar Ali wrote:
> > External sorting is well defined by Prof. Knuth as sorting process in
> > the files and not in memory. For example, I want to sort 100GB on my
> > machine with 1GB RAM. I don't think that STL and standard binary sort
> > will do that they are all in-memory sorting codes.
> Oh, OK, I see what you mean.
> The general principle is to reduce the external data to a set of keys
> that DOES fit in memory, or to index the external data on disk, then
> traverse the index. Actually sorting the file *on disk* is rarely
> As far as the sorting step itself goes, almost all sorts do indeed rely
> on having some form of randomly addressable array, even if that "array"
> is randomly addressable records in a file. If your data is accessible
> only sequentially (as it might be off tape) or if the records are of
> different sizes within the file (as with a text file) then you do need
> to use different algorithms. Or at least use a preparation step.
> Rather than telling us what solution you think you need, why not tell us
> the problem, and ask for suggested solutions? There may be other ways
> around it than the one you are thinking of.
> Regards, K.
> Karl Auer (kauer at biplane.com.au) +61-2-64957160 (h)
> http://www.biplane.com.au/~kauer/ <http://www.biplane.com.au/%7Ekauer/>
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Actually I am trying to perform some studies on file system dynamic data
clustering. Many papers
from Remzi group ( At Wisconsin, Madison and Berkeley groups ) cite external
sorting as a good
application case to study file system performance at low level i.e. how
fragmentation affects the overall
performance. Therefore, in a way, I am just trying to reproduce their work
to start my own work.
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