Column Stores for Wide and Sparse Data. Abadi, D. J. In CIDR, Asilomar, CA, USA, 2007. Paper abstract bibtex While it is generally accepted that data warehouses and OLAP workloads are excellent applications for column-stores, this paper speculates that column-stores may well be suited for additional applications. In particular we observe that column-stores do not see a performance degradation when storing extremely wide tables, and column-stores handle sparse data very well. These two properties lead us to conjecture that column-stores may be good storage layers for Semantic Web data, XML data, and data with GEM-style schemas.
@inproceedings{abadi-cidr,
author = {Daniel J. Abadi},
title = {Column Stores for Wide and Sparse Data},
booktitle = {CIDR},
year = {2007},
address = {Asilomar, CA, USA},
venue = "CIDR",
url_Paper = "http://www.cs.umd.edu/~abadi/papers/abadicidr07.pdf",
abstract = "While it is generally accepted that data warehouses and OLAP workloads are excellent applications for column-stores, this paper speculates that column-stores may well be suited for additional applications. In particular we observe that column-stores do not see a performance degradation when storing extremely wide tables, and column-stores handle sparse data very well. These two properties lead us to conjecture that column-stores may be good storage layers for Semantic Web data, XML data, and data with GEM-style schemas.",
pdfKB = "156",
publicationtype = "Conference Paper",
displayCategory = "Conference or Journal Publication",
keywords = "Column-stores,C-Store",
project:multiple = "C-Store",
}
Downloads: 0
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