4 ms·
> We observe that they essentially solve the same problem, i.e., how to store a collection of sorted integers with as few as possible bits and support query pro
by sitkack 2y ago
> We observe that they essentially solve the same problem, i.e., how to store a collection of sorted integers with as few as possible bits and support query processing as fast as possible. Due to historical reasons, bitmap compression and inverted list compression were developed as two separated lines of research in the database area and information retrieval area.
https://www.cs.purdue.edu/homes/csjgwang/pubs/SIGMOD17-Bitmap.pdf https://www.cs.purdue.edu/homes/csjgwang/pubs/SIGMOD17-Bitma...
Presentation slides https://pdfs.semanticscholar.org/32bc/322fce0cf6c99b0dd31f1aa2e271525357f8.pdf https://pdfs.semanticscholar.org/32bc/322fce0cf6c99b0dd31f1a...
Mentioned in https://github.com/junchangwang/reading-list/blob/main/Database/Bitmap.md https://github.com/junchangwang/reading-list/blob/main/Datab...
see also
https://roaringbitmap.org/publications/ https://roaringbitmap.org/publications/
If you like this, you might like the work of https://en.wikipedia.org/wiki/Gonzalo_Navarro https://en.wikipedia.org/wiki/Gonzalo_Navarro
The lead author has a great body of research https://www.cs.purdue.edu/homes/csjgwang/pubs/ https://www.cs.purdue.edu/homes/csjgwang/pubs/
- drewbug01 2y agoNavarro’s “Compact Data Structures” is a really excellent reference, too: https://users.dcc.uchile.cl/~gnavarro/CDSbook/ https://users.dcc.uchile.cl/~gnavarro/CDSbook/