The multidimensional database system RasDaMan
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Scientific data repositories: designing for a moving target
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
An architecture for recycling intermediates in a column-store
ACM Transactions on Database Systems (TODS)
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
SciQL: bridging the gap between science and relational DBMS
Proceedings of the 15th Symposium on International Database Engineering & Applications
Large-Scale earth science services: a case for databases
CoMoGIS'06 Proceedings of the 2006 international conference on Advances in Conceptual Modeling: theory and practice
NoDB: efficient query execution on raw data files
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
TELEIOS: a database-powered virtual earth observatory
Proceedings of the VLDB Endowment
Real-time wildfire monitoring using scientific database and linked data technologies
Proceedings of the 16th International Conference on Extending Database Technology
SciQL: array data processing inside an RDBMS
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Turning scientists into data explorers
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Astronomical data processing in EXTASCID
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Data vaults: a database welcome to scientific file repositories
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
The array database that is not a database: file based array query answering in rasdaman
SSTD'13 Proceedings of the 13th international conference on Advances in Spatial and Temporal Databases
Instant loading for main memory databases
Proceedings of the VLDB Endowment
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In this short paper we outline the data vault, a database-attached external file repository. It provides a true symbiosis between a DBMS and existing file-based repositories. Data is kept in its original format while scalable processing functionality is provided through the DBMS facilities. In particular, it provides transparent access to all data kept in the repository through an (array-based) query language using the file-type specific scientific libraries. The design space for data vaults is characterized by requirements coming from various fields. We present a reference architecture for their realization in (commercial) DBMSs and a concrete implementation in MonetDB for remote sensing data geared at content-based image retrieval.