Statistical and Scientific Database Issues
IEEE Transactions on Software Engineering
Building an object-oriented database system: the story of 02
Building an object-oriented database system: the story of 02
PODS '93 Proceedings of the twelfth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
A query language for multidimensional arrays: design, implementation, and optimization techniques
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
The multidimensional database system RasDaMan
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
The scientist and engineer's guide to digital signal processing
The scientist and engineer's guide to digital signal processing
Deformable Markov model templates for time-series pattern matching
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining asynchronous periodic patterns in time series data
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering similar patterns in time series
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM SIGMOD Record
Characteristics of Scientific Databases
VLDB '84 Proceedings of the 10th International Conference on Very Large Data Bases
Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
The Design and Implementation of a Sequence Database System
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
A Foundation for Multi-dimensional Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
A Database Array Algebra for Spatio-Temporal Data and Beyond
NGIT '99 Proceedings of the 4th International Workshop on Next Generation Information Technologies and Systems
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
SRQL: Sorted Relational Query Language
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Tale of Two Cultures: Are There Database Research Issues in Bioinformatics?
SSDBM '02 Proceedings of the 14th International Conference on Scientific and Statistical Database Management
Query processing techniques for arrays
The VLDB Journal — The International Journal on Very Large Data Bases
On the need for time series data mining benchmarks: a survey and empirical demonstration
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Similarity measure based on partial information of time series
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Finding surprising patterns in a time series database in linear time and space
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
An Indexing Scheme for Fast Similarity Search in Large Time Series Databases
SSDBM '99 Proceedings of the 11th International Conference on Scientific and Statistical Database Management
Interactive exploration of coherent patterns in time-series gene expression data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Clustering time series from ARMA models with clipped data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Visually mining and monitoring massive time series
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Robust and fast similarity search for moving object trajectories
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Scientific data management in the coming decade
ACM SIGMOD Record
Indexing Multidimensional Time-Series
The VLDB Journal — The International Journal on Very Large Data Bases
Semi-supervised time series classification
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A decade of progress in indexing and mining large time series databases
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
AQuery: query language for ordered data, optimization techniques, and experiments
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Flexible and efficient IR using array databases
The VLDB Journal — The International Journal on Very Large Data Bases
iSAX: indexing and mining terabyte sized time series
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the VLDB Endowment
A demonstration of SciDB: a science-oriented DBMS
Proceedings of the VLDB Endowment
Clustering of time series data-a survey
Pattern Recognition
Overview of sciDB: large scale array storage, processing and analysis
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Online discovery and maintenance of time series motifs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
SciQL, a query language for science applications
Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases
Distribution rules for array database queries
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Data vaults: a symbiosis between database technology and scientific file repositories
SSDBM'12 Proceedings of the 24th international conference on Scientific and Statistical Database Management
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
Lazy ETL in action: ETL technology dates scientific data
Proceedings of the VLDB Endowment
GeoMix: scalable geoscientific array data management
Proceedings of the Industrial Track of the 13th ACM/IFIP/USENIX International Middleware Conference
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Scientific discoveries increasingly rely on the ability to efficiently grind massive amounts of experimental data using database technologies. To bridge the gap between the needs of the Data-Intensive Research fields and the current DBMS technologies, we propose SciQL (pronounced as 'cycle'), the first SQL-based query language for scientific applications with both tables and arrays as first class citizens. It provides a seamless symbiosis of array-, set- and sequence-interpretations. A key innovation is the extension of value-based grouping of SQL:2003 with structural grouping, i.e., fixed-sized and unbounded groups based on explicit relationships between elements positions. This leads to a generalisation of window-based query processing with wide applicability in science domains. This paper describes the main language features of SciQL and illustrates it using time-series concepts.