Difference between revisions of "User:StefanoZacchiroli/Content deduplication"

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* 1.653.941 content blobs, for a total of 19 GB (compressed)
 
* 1.653.941 content blobs, for a total of 19 GB (compressed)
 
* original size (uncompressed): '''55.89 GB'''
 
* original size (uncompressed): '''55.89 GB'''
 +
 +
=== Random sample 0.1% ===
 +
 +
* random sample of Software Heritage contents
 +
* 0.1%, Bernoulli sampling; 4.111.582 contents
 +
* took on 2018-01-09
  
 
== Rabin fingerprint chunking ==
 
== Rabin fingerprint chunking ==

Revision as of 17:36, 17 January 2018

Some experiments on deduplicating contents at sub-file granularity.

Datasets

Linux kernel, Git repo

  • origin: git.kernel.org, on 2018-01-06
  • 1.653.941 content blobs, for a total of 19 GB (compressed)
  • original size (uncompressed): 55.89 GB

Random sample 0.1%

  • random sample of Software Heritage contents
  • 0.1%, Bernoulli sampling; 4.111.582 contents
  • took on 2018-01-09

Rabin fingerprint chunking

test 1

Dataset: linux.git

Rabin fingerprint parameters:

  • prime: 3
  • window_size: 48 KB
  • chunk size (min/avg/max): 2 KB / 8 KB / 64 KB

Results:

  • average chunk size (effective): 9.37 KB
  • dedup chunk size (uncompressed): 19.87 GB (35.55%)

test 2

Dataset: linux.git

Rabin fingerprint parameters:

  • prime: 3
  • window_size: 48 KB
  • chunk size (min/avg/max): 512 B / 2 KB / 8 KB

Results:

  • average chunk size (effective): 2.86 KB
  • dedup chunk size (uncompressed): 9.09 GB (16.26%)

test 3

Dataset: linux.git

Rabin fingerprint parameters:

  • prime: 3
  • window_size: 48 KB
  • chunk size (min/avg/max): 512 B / 1 KB / 8 KB

Results:

  • average chunk size (effective): 1.72 KB
  • dedup chunk size (uncompressed): 6.49 GB (11.60%)

test 4

TODO

contents: 4111582 chunks: 164052312 average chunk size: 1597.60 total content size: 308154402601 total chunk size: 262090652269 (85.05%)

real 22m20,334s user 15m56,586s sys 2m49,606s

References