Understanding the new SQL: a complete guide
Understanding the new SQL: a complete guide
Query evaluation techniques for large databases
ACM Computing Surveys (CSUR)
Implementing data cubes efficiently
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Using the new DB2: IBM's object-relational database system
Using the new DB2: IBM's object-relational database system
An introduction to database systems (7th ed.)
An introduction to database systems (7th ed.)
Benchmark Handbook: For Database and Transaction Processing Systems
Benchmark Handbook: For Database and Transaction Processing Systems
Microsoft Visual C++; User's Guide
Microsoft Visual C++; User's Guide
Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
Research problems in data warehousing
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
An overview of data warehousing and OLAP technology
ACM SIGMOD Record
On parallel processing of aggregate and scalar functions in object-relational DBMS
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
An object oriented approach to multidimensional database conceptual modeling (OOMD)
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Dynamic maintenance of multidimensional range data partitioning for parallel data processing
Proceedings of the 1st ACM international workshop on Data warehousing and OLAP
Compressed data cubes for OLAP aggregate query approximation on continuous dimensions
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering roll-up dependencies
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Detecting patterns and OLAP operations in the GOLD model
Proceedings of the 2nd ACM international workshop on Data warehousing and OLAP
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Adaptive use of a cluster of PCs for data warehousing applications: some problems and issues
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 2
Extending OLAP querying to external object databases
Proceedings of the ninth international conference on Information and knowledge management
Using wavelet decomposition to support progressive and approximate range-sum queries over data cubes
Proceedings of the ninth international conference on Information and knowledge management
CubiST: a new algorithm for improving the performance of ad-hoc OLAP queries
Proceedings of the 3rd ACM international workshop on Data warehousing and OLAP
Efficient computation of Iceberg cubes with complex measures
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
A powerful and SQL-compatible data model and query language for OLAP
ADC '02 Proceedings of the 13th Australasian database conference - Volume 5
Efficient integration and aggregation of historical information
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Knowledge discovery in databases: An overview
Relational Data Mining
Searching for dependencies at multiple abstraction levels
ACM Transactions on Database Systems (TODS)
Distributed and Parallel Databases - Special issue: Parallel and distributed data mining
Data Mining and Knowledge Discovery
Rivet: a flexible environment for computer systems visualization
ACM SIGGRAPH Computer Graphics
Specifying OLAP Cubes on XML Data
Journal of Intelligent Information Systems
Multidimensional Database Technology
Computer
Warehouse Creation-A Potential Roadblock to Data Warehousing
IEEE Transactions on Knowledge and Data Engineering
Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes
IEEE Transactions on Knowledge and Data Engineering
Efficient Aggregation Algorithms for Compressed Data Warehouses
IEEE Transactions on Knowledge and Data Engineering
Efficient OLAP query processing in distributed data warehouses
Information Systems - Special issue: Best papers from EDBT 2002
Efficient OLAP Query Processing in Distributed Data Warehouses
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
Coarse Grained Parallel On-Line Analytical Processing (OLAP) for Data Mining
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
ICDT '01 Proceedings of the 8th International Conference on Database Theory
End-User Access to Multiple Sources - Incorporating Knowledge Discovery into Knowledge Management
PAKM '02 Proceedings of the 4th International Conference on Practical Aspects of Knowledge Management
Aggregation Algorithms for Very Large Compressed Data Warehouses
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Extending Practical Pre-Aggregation in On-Line Analytical Processing
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Decision Tables: Scalable Classification Exploring RDBMS Capabilities
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Multi-Dimensional Database Allocation for Parallel Data Warehouses
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Querying and Clustering Very Large Data Sets Using Dynamic Bucketing Approach
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
On Making Data Warehouses Active
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Space-Efficient Data Cubes for Dynamic Environments
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
Improving the Performance of OLAP Queries Using Families of Statistics Trees
DaWaK '01 Proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery
Generalized MD-Joins: Evaluation and Reduction to SQL
DBTel '01 Proceedings of the VLDB 2001 International Workshop on Databases in Telecommunications II
Computing Full and Iceberg Datacubes Using Partitions
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Temporal Dependencies Generalized for Spatial and Other Dimensions
STDBM '99 Proceedings of the International Workshop on Spatio-Temporal Database Management
Dynamic Query Scheduling in Parallel Data Warehouses
Euro-Par '02 Proceedings of the 8th International Euro-Par Conference on Parallel Processing
Pre-aggregation in Spatial Data Warehouses
SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases
Computing Partial Data Cubes for Parallel Data Warehousing Applications
Proceedings of the 8th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Attribute Metadata for Relational OLAP and Data Mining
DBPL '01 Revised Papers from the 8th International Workshop on Database Programming Languages
Self-maintainable Data Warehouse Views Using Differential Files
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Flexible Data Cubes for Online Aggregation
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Data Mining and Knowledge Discovery in Databases: Implications for Scientific Databases
SSDBM '97 Proceedings of the Ninth International Conference on Scientific and Statistical Database Management
MIL primitives for querying a fragmented world
The VLDB Journal — The International Journal on Very Large Data Bases
Multiscale Visualization Using Data Cubes
IEEE Transactions on Visualization and Computer Graphics
Data mining tasks and methods: Rule discovery: characteristic rules
Handbook of data mining and knowledge discovery
Managing and analyzing massive data sets with data cubes
Handbook of massive data sets
Efficiently computing the top N averages in iceberg cubes
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
Optimizing Selections over Datacubes
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
pCube: Update-Efficient Online Aggregation with Progressive Feedback and Error Bounds
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
Serving Datacube Tuples from Main Memory
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
Multiscale Visualization Using Data Cubes "InfoVis 2002 Best Paper"
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Dynamic sample selection for approximate query processing
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Efficient OLAP operations for spatial data using peano trees
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Multidimensional databases
Multidimensional databases
Operators for multidimensional aggregate data
Multidimensional databases
Dynamic multidimensional data cubes
Multidimensional databases
Incomplete information in multidimensional databases
Multidimensional databases
CubiST++: Evaluating Ad-Hoc CUBE Queries Using Statistics Trees
Distributed and Parallel Databases
Spatial hierarchy and OLAP-favored search in spatial data warehouse
DOLAP '03 Proceedings of the 6th ACM international workshop on Data warehousing and OLAP
Extracting semantics from data cubes using cube transversals and closures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A multi-dimensional histogram for selectivity estimation and fast approximate query answering
CASCON '03 Proceedings of the 2003 conference of the Centre for Advanced Studies on Collaborative research
Parallel ROLAP Data Cube Construction on Shared-Nothing Multiprocessors
Distributed and Parallel Databases
Characterizing memory requirements for queries over continuous data streams
ACM Transactions on Database Systems (TODS)
Approximate Aggregation Techniques for Sensor Databases
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Evaluating holistic aggregators efficiently for very large datasets
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic categorization of query results
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Mining Constrained Gradients in Large Databases
IEEE Transactions on Knowledge and Data Engineering
Incremental maintenance of quotient cube for median
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Network sensitivity to hot-potato disruptions
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Representing spatiality in a conceptual multidimensional model
Proceedings of the 12th annual ACM international workshop on Geographic information systems
Spatio-temporal aggregates over raster image data
Proceedings of the 12th annual ACM international workshop on Geographic information systems
Spatiotemporal Aggregate Computation: A Survey
IEEE Transactions on Knowledge and Data Engineering
MRNet: A Software-Based Multicast/Reduction Network for Scalable Tools
Proceedings of the 2003 ACM/IEEE conference on Supercomputing
Mining Evolving Customer-Product Relationships in Multi-dimensional Space
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Incognito: efficient full-domain K-anonymity
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Semantics and evaluation techniques for window aggregates in data streams
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Cardinality-based inference control in data cubes
Journal of Computer Security
VLDB '05 Proceedings of the 31st international conference on Very large data bases
C-store: a column-oriented DBMS
VLDB '05 Proceedings of the 31st international conference on Very large data bases
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Analytical processing of XML documents: opportunities and challenges
ACM SIGMOD Record
Diamond: A Storage Architecture for Early Discard in Interactive Search
FAST '04 Proceedings of the 3rd USENIX Conference on File and Storage Technologies
Une architecture hybride pour i'interrogation et i'administration des capteurs
UbiMob '05 Proceedings of the 2nd French-speaking conference on Mobility and ubiquity computing
Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams
Distributed and Parallel Databases
Exploring spatial datasets with histograms
Distributed and Parallel Databases
An open source and web based framework for geographic and multidimensional processing
Proceedings of the 2006 ACM symposium on Applied computing
Supporting ad-hoc ranking aggregates
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
DADA: a data cube for dominant relationship analysis
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Parallel data cube storage structure for range sum queries and dynamic updates
Journal of Computer Science and Technology
IEEE Transactions on Parallel and Distributed Systems
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Bellwether analysis: predicting global aggregates from local regions
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
GORDIAN: efficient and scalable discovery of composite keys
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Compact histograms for hierarchical identifiers
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Data mining with the SAP NetWeaver BI accelerator
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Regression Cubes with Lossless Compression and Aggregation
IEEE Transactions on Knowledge and Data Engineering
New Algorithm for Computing Cube on Very Large Compressed Data Sets
IEEE Transactions on Knowledge and Data Engineering
A data stream language and system designed for power and extensibility
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach
IEEE Transactions on Knowledge and Data Engineering
Browsing large online data tables using generalized query previews
Information Systems
Efficient approaches for materialized views selection in a data warehouse
Information Sciences: an International Journal
Schema versioning in data warehouses: enabling cross-version querying via schema augmentation
Data & Knowledge Engineering - Special issue: WIDM 2004
Aldat: A retrospective on a work in progress
Information Systems
Data warehouse enhancement: A semantic cube model approach
Information Sciences: an International Journal
Optimized stratified sampling for approximate query processing
ACM Transactions on Database Systems (TODS)
Addressing diverse user preferences in SQL-query-result navigation
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Efficient Computation of Iceberg Cubes by Bounding Aggregate Functions
IEEE Transactions on Knowledge and Data Engineering
Efficient top-k aggregation of ranked inputs
ACM Transactions on Database Systems (TODS)
Toward adaptive query processing in wireless sensor networks
Signal Processing
Multi-dimensional regression analysis of time-series data streams
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
An analytical approach to the inference of summary data of additive type
Theoretical Computer Science
Reducing redundancy in characteristic rule discovery by using integer programming techniques
Intelligent Data Analysis
Star-cubing: computing iceberg cubes by top-down and bottom-up integration
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
Specification-based data reduction in dimensional data warehouses
Information Systems
Resource sharing in continuous sliding-window aggregates
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
High-dimensional OLAP: a minimal cubing approach
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
PIVOT and UNPIVOT: optimization and execution strategies in an RDBMS
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Optimal chunking of large multidimensional arrays for data warehousing
Proceedings of the ACM tenth international workshop on Data warehousing and OLAP
CountTorrent: ubiquitous access to query aggregates in dynamic and mobile sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
Range-aggregate query problems involving geometric aggregation operations
Nordic Journal of Computing
The implication problem for measure-based constraints
Information Systems
OLAP over imprecise data with domain constraints
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Verifying Completeness of Relational Query Answers from Online Servers
ACM Transactions on Information and System Security (TISSEC)
Why go logarithmic if we can go linear?: Towards effective distinct counting of search traffic
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Histograms based on the minimum description length principle
The VLDB Journal — The International Journal on Very Large Data Bases
Data fusion support for interfacing sensor networks to grid computing
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
ARCube: supporting ranking aggregate queries in partially materialized data cubes
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Pig latin: a not-so-foreign language for data processing
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Drill across & visualization of cubes with non-conformed dimensions
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Discovering branching and fractional dependencies in databases
Data & Knowledge Engineering
Probabilistic top-k and ranking-aggregate queries
ACM Transactions on Database Systems (TODS)
Highlighting space-time patterns: Effective visual encodings for interactive decision-making
International Journal of Geographical Information Science - Geovisual Analytics for Spatial Decision Support
Automatic optimization of parallel dataflow programs
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
Visual Exploration of Frequent Itemsets and Association Rules
Visual Data Mining
A New Bitmap Index and a New Data Cube Compression Technology
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Upper Borders for Emerging Cubes
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
A Robust Sampling-Based Framework for Privacy Preserving OLAP
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Experimenting the Query Performance of a Grid-Based Sensor Network Data Warehouse
Globe '08 Proceedings of the 1st international conference on Data Management in Grid and Peer-to-Peer Systems
Relaxation in text search using taxonomies
Proceedings of the VLDB Endowment
A set of aggregation functions for spatial measures
Proceedings of the ACM 11th international workshop on Data warehousing and OLAP
Passage relevance models for genomics search
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
HiPPIS: an online P2P system for efficient lookups on d-dimensional hierarchies
Proceedings of the 10th ACM workshop on Web information and data management
An intelligent questionnaire analysis expert system
Expert Systems with Applications: An International Journal
FCLOS: A client-server architecture for mobile OLAP
Data & Knowledge Engineering
Online Querying of Concept Hierarchies in P2P Systems
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
Data Transformation Services over Grids with Real-Time Bound Constraints
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part I on On the Move to Meaningful Internet Systems:
DataSeries: an efficient, flexible data format for structured serial data
ACM SIGOPS Operating Systems Review
Bellwether analysis: Searching for cost-effective query-defined predictors in large databases
ACM Transactions on Knowledge Discovery from Data (TKDD)
Computers in Biology and Medicine
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
On-line analytical framework for the 2-DE based proteome information
Expert Systems with Applications: An International Journal
Semantics and implementation of continuous sliding window queries over data streams
ACM Transactions on Database Systems (TODS)
Robust approximate aggregation in sensor data management systems
ACM Transactions on Database Systems (TODS)
A view selection algorithm with performance guarantee
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Data & Knowledge Engineering
IEICE - Transactions on Information and Systems
Capture, conversion, and analysis of an intense NFS workload
FAST '09 Proccedings of the 7th conference on File and storage technologies
Adversarial-knowledge dimensions in data privacy
The VLDB Journal — The International Journal on Very Large Data Bases
Computing data cubes using exact sub-graph matching: the sequential MCG approach
Proceedings of the 2009 ACM symposium on Applied Computing
Emerging Cubes: Borders, size estimations and lossless reductions
Information Systems
Hierarchical difference scatterplots interactive visual analysis of data cubes
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration
The Multi-Tree Cubing algorithm for computing iceberg cubes
Journal of Intelligent Information Systems
Enabling OLAP in mobile environments via intelligent data cube compression techniques
Journal of Intelligent Information Systems
Closed Non Derivable Data Cubes Based on Non Derivable Minimal Generators
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
CAMS: OLAPing Multidimensional Data Streams Efficiently
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Efficient Online Aggregates in Dense-Region-Based Data Cube Representations
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
BitCube: A Bottom-Up Cubing Engineering
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Exact and Approximate Sizes of Convex Datacubes
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Building real-world trajectory warehouses
Proceedings of the Seventh ACM International Workshop on Data Engineering for Wireless and Mobile Access
Compressing multidimensional structures: a case study
ECC'09 Proceedings of the 3rd international conference on European computing conference
Distributed aggregation for data-parallel computing: interfaces and implementations
Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles
Reduced representations of Emerging Cubes for OLAP database mining
International Journal of Business Intelligence and Data Mining
Fragmenting very large XML data warehouses via K-means clustering algorithm
International Journal of Business Intelligence and Data Mining
Exact and inexact methods for solving the problem of view selection for aggregate queries
International Journal of Business Intelligence and Data Mining
A semantic solution for data integration in mixed sensor networks
Computer Communications
Query recommendations for OLAP discovery driven analysis
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
iOLAP: A framework for analyzing the internet, social networks, and other networked data
IEEE Transactions on Multimedia - Special section on communities and media computing
Graph OLAP: a multi-dimensional framework for graph data analysis
Knowledge and Information Systems
Extending OCL for OLAP querying on conceptual multidimensional models of data warehouses
Information Sciences: an International Journal
Building a high-level dataflow system on top of Map-Reduce: the Pig experience
Proceedings of the VLDB Endowment
MAD skills: new analysis practices for big data
Proceedings of the VLDB Endowment
Promotion analysis in multi-dimensional space
Proceedings of the VLDB Endowment
Mining Heterogeneous Information Networks by Exploring the Power of Links
DS '09 Proceedings of the 12th International Conference on Discovery Science
An efficient method for maintaining data cubes incrementally
Information Sciences: an International Journal
Towards an Algebraic foundation for business planning
Proceedings of the 2009 EDBT/ICDT Workshops
Research on evidence theory decision tree adaptive website
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Region-based online promotion analysis
Proceedings of the 13th International Conference on Extending Database Technology
Splash: ad-hoc querying of data and statistical models
Proceedings of the 13th International Conference on Extending Database Technology
New concepts for parallel object-relational query processing
New concepts for parallel object-relational query processing
Pixelizing data cubes: a block-based approach
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Efficiently computing iceberg cubes with complex constraints through bounding
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Two-phase data warehouse optimized for data mining
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
Document-centric OLAP in the schema-chaos world
BIRTE'06 Proceedings of the 1st international conference on Business intelligence for the real-time enterprises
Modelling and querying geographical data warehouses
Information Systems
PHC: a rapid parallel hierarchical cubing algorithm on high dimensional OLAP
ICA3PP'07 Proceedings of the 7th international conference on Algorithms and architectures for parallel processing
Sync kit: a persistent client-side database caching toolkit for data intensive websites
Proceedings of the 19th international conference on World wide web
A secure multiparty computation privacy preserving OLAP framework over distributed XML data
Proceedings of the 2010 ACM Symposium on Applied Computing
Optimal query mapping in mobile OLAP
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining
Galois connections, T-CUBES, and P2P data mining
DBISP2P'05/06 Proceedings of the 2005/2006 international conference on Databases, information systems, and peer-to-peer computing
Evaluating MAX and MIN over sliding windows with various size using the exemplary sketch
DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications
Interplay of processing and routing in aggregate query optimization for sensor networks
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
I/O scalable Bregman co-clustering
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Event-based lossy compression for effective and efficient OLAP over data streams
Data & Knowledge Engineering
Index structures for data warehouses
Index structures for data warehouses
International Journal of Wireless and Mobile Computing
Hierarchical difference scatterplots: interactive visual analysis of data cubes
ACM SIGKDD Explorations Newsletter
GreenGPS: a participatory sensing fuel-efficient maps application
Proceedings of the 8th international conference on Mobile systems, applications, and services
Distributed estimation of global parameters in delay-tolerant networks
Computer Communications
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Hetero-homogeneous hierarchies in data warehouses
APCCM '10 Proceedings of the Seventh Asia-Pacific Conference on Conceptual Modelling - Volume 110
Visual cube and on-line analytical processing of images
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
ESQP: an efficient SQL query processing for cloud data management
CloudDB '10 Proceedings of the second international workshop on Cloud data management
Exploring graphics processing units as parallel coprocessors for online aggregation
DOLAP '10 Proceedings of the ACM 13th international workshop on Data warehousing and OLAP
Data structures for range minimum queries in multidimensional arrays
SODA '10 Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete Algorithms
DCUBE: CUBE on dirty databases
WAIM'10 Proceedings of the 11th international conference on Web-age information management
Optimized column-oriented model: a storage and search efficient representation of medical data
ITBAM'10 Proceedings of the First international conference on Information technology in bio- and medical informatics
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
5D data modelling: full integration of 2D/3D space, time and scale dimensions
GIScience'10 Proceedings of the 6th international conference on Geographic information science
Fast detection of functional dependencies in XML data
XSym'10 Proceedings of the 7th international XML database conference on Database and XML technologies
θ-Constrained multi-dimensional aggregation
Information Systems
Nectar: automatic management of data and computation in datacenters
OSDI'10 Proceedings of the 9th USENIX conference on Operating systems design and implementation
Specifying aggregation functions in multidimensional models with OCL
ER'10 Proceedings of the 29th international conference on Conceptual modeling
Online querying of d-dimensional hierarchies
Journal of Parallel and Distributed Computing
Cube index for unstructured text analysis and mining
Proceedings of the 2011 International Conference on Communication, Computing & Security
Extracting semantics in OLAP databases using emerging cubes
Information Sciences: an International Journal
Hybrid merge/overlap execution technique for parallel array processing
Proceedings of the EDBT/ICDT 2011 Workshop on Array Databases
Distributed construction of data cubes from tuple stream
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Multidimensional cyclic graph approach: Representing a data cube without common sub-graphs
Information Sciences: an International Journal
Diamond: a storage architecture for early discard in interactive search
FAST'04 Proceedings of the 3rd USENIX conference on File and storage technologies
Efficient online aggregates in dense-region-based data cube representations
Transactions on large-scale data- and knowledge-centered systems II
ClustCube: an OLAP-based framework for clustering and mining complex database objects
Proceedings of the 2011 ACM Symposium on Applied Computing
Efficient online aggregates in dense-region-based data cube representations
Transactions on large-scale data- and knowledge-centered systems II
Beyond simple aggregates: indexing for summary queries
Proceedings of the thirtieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Graph cube: on warehousing and OLAP multidimensional networks
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Latent OLAP: data cubes over latent variables
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Efficient and adaptable query workload-aware management for RDF data
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Journal of Systems and Software
Efficient topological OLAP on information networks
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Combining objects with rules to represent aggregation knowledge in data warehouse and OLAP systems
Data & Knowledge Engineering
In-situ MapReduce for log processing
USENIXATC'11 Proceedings of the 2011 USENIX conference on USENIX annual technical conference
The agree concept lattice for multidimensional database analysis
ICFCA'11 Proceedings of the 9th international conference on Formal concept analysis
Distributed construction of data cubes from tuple stream
International Journal of Business Intelligence and Data Mining
Journal of Computer and System Sciences
Selecting and using views to compute aggregate queries
Journal of Computer and System Sciences
Brown Dwarf: A fully-distributed, fault-tolerant data warehousing system
Journal of Parallel and Distributed Computing
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
OLAP Formulations for supporting complex spatial objects in data warehouses
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
OLAP over continuous domains via density-based hierarchical clustering
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Real-time computation of advanced rules in OLAP databases
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
Rights protection for data cubes
ISC'06 Proceedings of the 9th international conference on Information Security
Design patterns for scientific applications in DryadLINQ CTP
Proceedings of the second international workshop on Data intensive computing in the clouds
Incremental aggregation on multiple continuous queries
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Interactive analysis of attack graphs using relational queries
DBSEC'06 Proceedings of the 20th IFIP WG 11.3 working conference on Data and Applications Security
Exploiting sensecam for helping the blind in business negotiations
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
A parallel and distributed method for computing high dimensional MOLAP
NPC'05 Proceedings of the 2005 IFIP international conference on Network and Parallel Computing
Multiway iceberg cubing on trees
WISE'05 Proceedings of the 6th international conference on Web Information Systems Engineering
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Computing iceberg quotient cubes with bounding
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Data warehouses in grids with high qos
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Warehousing and mining massive RFID data sets
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
An inductive database system based on virtual mining views
Data Mining and Knowledge Discovery
ICFCA'10 Proceedings of the 8th international conference on Formal Concept Analysis
Algorithms for range-aggregate query problems involving geometric aggregation operations
ISAAC'05 Proceedings of the 16th international conference on Algorithms and Computation
Selecting and using views to compute aggregate queries
ICDT'05 Proceedings of the 10th international conference on Database Theory
Computing high dimensional MOLAP with parallel shell mini-cubes
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Designing and using views to improve performance of aggregate queries (extended abstract)
DASFAA'05 Proceedings of the 10th international conference on Database Systems for Advanced Applications
A formal model for the problem of view selection for aggregate queries
ADBIS'05 Proceedings of the 9th East European conference on Advances in Databases and Information Systems
OLAP query reformulation in peer-to-peer data warehousing
Information Systems
Exploring contextual models in chemical patent search
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
Multiway pruning for efficient iceberg cubing
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Lossless reduction of datacubes
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Cascaded star: a hyper-dimensional model for a data warehouse
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
A novel incremental maintenance algorithm of skycube
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
In-situ MapReduce for log processing
HotCloud'11 Proceedings of the 3rd USENIX conference on Hot topics in cloud computing
Modeling data warehouse schema evolution over extended hierarchy semantics
Journal on Data Semantics XIII
Dissemination of multidimensional data using broadcast clusters
ICDCIT'05 Proceedings of the Second international conference on Distributed Computing and Internet Technology
OLAP schemata for correct applications
TEAA'05 Proceedings of the 31st VLDB conference on Trends in Enterprise Application Architecture
Exploring OLAP data with parallel dimension views
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
Using functional dependencies for reducing the size of a data cube
FoIKS'12 Proceedings of the 7th international conference on Foundations of Information and Knowledge Systems
Survey: Streaming techniques and data aggregation in networks of tiny artefacts
Computer Science Review
Parallel Real-Time OLAP on Multi-core Processors
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
On Managing Very Large Sensor-Network Data Using Bigtable
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Towards a theory for privacy preserving distributed OLAP
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Repairing inconsistent dimensions in data warehouses
Data & Knowledge Engineering
Proceedings of the VLDB Endowment
Mining event logs to support workflow resource allocation
Knowledge-Based Systems
User-driven relational models for entity-relation search and extraction
Proceedings of the 1st Joint International Workshop on Entity-Oriented and Semantic Search
Enhanced clustering of complex database objects in the clustcube framework
Proceedings of the fifteenth international workshop on Data warehousing and OLAP
Spatio-temporal aggregations in trajectory data warehouses
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Emerging cubes for trends analysis in OLAP databases
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Convex cube: towards a unified structure for multidimensional databases
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Materialized views for count aggregates of spatial data
ADBIS'12 Proceedings of the 16th East European conference on Advances in Databases and Information Systems
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Hazy: making it easier to build and maintain big-data analytics
Communications of the ACM
Hazy: Making it Easier to Build and Maintain Big-data Analytics
Queue - Web Development
Efficient multidimensional aggregation for large scale monitoring
lisa'12 Proceedings of the 26th international conference on Large Installation System Administration: strategies, tools, and techniques
FGIT'12 Proceedings of the 4th international conference on Future Generation Information Technology
Constrained Cube Lattices for Multidimensional Database Mining
International Journal of Data Warehousing and Mining
Query Recommendations for OLAP Discovery-Driven Analysis
International Journal of Data Warehousing and Mining
Visual Mobility Analysis using T-Warehouse
International Journal of Data Warehousing and Mining
A text cube approach to human, social and cultural behavior in the twitter stream
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
International Journal of Intelligent Information and Database Systems
Exploratory mining of collaborative social content
Proceedings of the 2013 Sigmod/PODS Ph.D. symposium on PhD symposium
Future Generation Computer Systems
Making every bit count in wide-area analytics
HotOS'13 Proceedings of the 14th USENIX conference on Hot Topics in Operating Systems
Searching semantic data warehouses: models, issues, architectures
Proceedings of the 2nd International Workshop on Semantic Search over the Web
Indexing for summary queries: Theory and practice
ACM Transactions on Database Systems (TODS)
Data warehousing and OLAP over big data: current challenges and future research directions
Proceedings of the sixteenth international workshop on Data warehousing and OLAP
Memory-efficient groupby-aggregate using compressed buffer trees
Proceedings of the 4th annual Symposium on Cloud Computing
Wide-area streaming analytics: distributing the data cube
Proceedings of the 4th annual Symposium on Cloud Computing
Proceedings of the 17th International Database Engineering & Applications Symposium
A multidimensional data model for TPC-DS benchmarking
Proceedings of the 5th Asia-Pacific Symposium on Internetware
Adaptive and big data scale parallel execution in oracle
Proceedings of the VLDB Endowment
Approximation trade-offs in a Markovian stream warehouse: An empirical study
Information Systems
On the Management and Analysis of Our LifeSteps
ACM SIGKDD Explorations Newsletter
Aggregation and degradation in JetStream: streaming analytics in the wide area
NSDI'14 Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation
Hi-index | 0.02 |
Data analysis applications typically aggregate data across manydimensions looking for anomalies or unusual patterns. The SQL aggregatefunctions and the GROUP BY operator produce zero-dimensional orone-dimensional aggregates. Applications need the N-dimensionalgeneralization of these operators. This paper defines that operator, calledthe data cube or simply cube. The cube operator generalizes the histogram,cross-tabulation, roll-up,drill-down, and sub-total constructs found in most report writers.The novelty is that cubes are relations. Consequently, the cubeoperator can be imbedded in more complex non-procedural dataanalysis programs. The cube operator treats each of the Naggregation attributes as a dimension of N-space. The aggregate ofa particular set of attribute values is a point in this space. Theset of points forms an N-dimensional cube. Super-aggregates arecomputed by aggregating the N-cube to lower dimensional spaces.This paper (1) explains the cube and roll-up operators, (2) showshow they fit in SQL, (3) explains how users can define new aggregatefunctions for cubes, and (4) discusses efficient techniques tocompute the cube. Many of these features are being added to the SQLStandard.