Abstract | ||
---|---|---|
Brighthouse is a column-oriented data warehouse with an automatically tuned, ultra small overhead metadata layer called Knowledge Grid, that is used as an alternative to classical indexes. The advantages of column-oriented data storage, as well as data compression have already been well-documented, especially in the context of analytic, decision support querying. This paper demonstrates additional benefits resulting from Knowledge Grid for compressed, column-oriented databases. In particular, we explain how it assists in query optimization and execution, by minimizing the need of data reads and data decompression. |
Year | DOI | Venue |
---|---|---|
2008 | 10.14778/1454159.1454174 | PVLDB |
Keywords | Field | DocType |
query optimization,data compression,decision support,data warehouse,data storage,indexation | Data warehouse,Query optimization,Metadata,Data transformation,Data mining,Information retrieval,Computer science,Decision support system,Dimensional modeling,Data compression,Grid,Database | Journal |
Volume | Issue | ISSN |
1 | 2 | 2150-8097 |
Citations | PageRank | References |
63 | 2.76 | 30 |
Authors | ||
4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Dominik Ślęzak | 1 | 553 | 50.04 |
Jakub Wroblewski | 2 | 353 | 30.77 |
Victoria Eastwood | 3 | 90 | 4.51 |
Piotr Synak | 4 | 481 | 45.13 |