ICICLES: Self-Tuning Samples for Approximate Query Answering

A robust, optimization-based approach for approximate answering of aggregate queries

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Compressing SQL workloads

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

Fast incremental maintenance of approximate histograms

ACM Transactions on Database Systems (TODS)

RHist: adaptive summarization over continuous data streams

Proceedings of the eleventh international conference on Information and knowledge management

Automatic tuning of data synopses

Information Systems - Special issue: Best papers from EDBT 2002

A Framework for the Physical Design Problem for Data Synopses

EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology

Distinct Sampling for Highly-Accurate Answers to Distinct Values Queries and Event Reports

Proceedings of the 27th International Conference on Very Large Data Bases

Approximate Query Processing: Taming the TeraBytes

Proceedings of the 27th International Conference on Very Large Data Bases

Dynamic sample selection for approximate query processing

Proceedings of the 2003 ACM SIGMOD international conference on Management of data

Online maintenance of very large random samples

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Conditional selectivity for statistics on query expressions

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

Venn Sampling: A Novel Prediction Technique for Moving Objects

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

Improving range-sum query evaluation on data cubes via polynomial approximation

Data & Knowledge Engineering

Optimal workload-based weighted wavelet synopses

Theoretical Computer Science

Approximate range---sum query answering on data cubes with probabilistic guarantees

Journal of Intelligent Information Systems

Optimized stratified sampling for approximate query processing

ACM Transactions on Database Systems (TODS)

Adaptive index structures

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases

Primitives for workload summarization and implications for SQL

VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29

Robust estimation with sampling and approximate pre-aggregation

VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29

A probabilistic model for data cube compression and query approximation

Proceedings of the ACM tenth international workshop on Data warehousing and OLAP

Confidence bounds for sampling-based group by estimates

ACM Transactions on Database Systems (TODS)

Maintaining very large random samples using the geometric file

The VLDB Journal — The International Journal on Very Large Data Bases

A survey of top-k query processing techniques in relational database systems

ACM Computing Surveys (CSUR)

Pruning attribute values from data cubes with diamond dicing

IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications

Feature-preserved sampling over streaming data

ACM Transactions on Knowledge Discovery from Data (TKDD)

Sample synopses for approximate answering of group-by queries

Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology

Data reduction for data analysis

ECC'08 Proceedings of the 2nd conference on European computing conference

Efficient and effective RFID data warehousing

IDEAS '09 Proceedings of the 2009 International Database Engineering & Applications Symposium

A top-down approach for compressing data cubes under the simultaneous evaluation of multiple hierarchical range queries

Journal of Intelligent Information Systems

Towards approximate SQL: infobright's approach

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Effectively monitoring RFID based systems

ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems

The VC-dimension of SQL queries and selectivity estimation through sampling

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II

Workload-optimal histograms on streams

ESA'05 Proceedings of the 13th annual European conference on Algorithms

Deferred maintenance of disk-based random samples

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology

Flexible query answering in data cubes

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

Optimal workload-based weighted wavelet synopses

ICDT'05 Proceedings of the 10th international conference on Database Theory

Subquadratic algorithms for workload-aware haar wavelet synopses

FSTTCS '05 Proceedings of the 25th international conference on Foundations of Software Technology and Theoretical Computer Science

Hierarchical group-based sampling

BNCOD'05 Proceedings of the 22nd British National conference on Databases: enterprise, Skills and Innovation

SMART: Stream Monitoring enterprise Activities by RFID Tags

Information Sciences: an International Journal

Sample-based forecasting exploiting hierarchical time series

Proceedings of the 16th International Database Engineering & Applications Sysmposium

Adaptive stratified reservoir sampling over heterogeneous data streams

Information Systems