Random sampling with a reservoir
ACM Transactions on Mathematical Software (TOMS)
On the propagation of errors in the size of join results
SIGMOD '91 Proceedings of the 1991 ACM SIGMOD international conference on Management of data
Improved histograms for selectivity estimation of range predicates
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Histogram-based estimation techniques in database systems
Histogram-based estimation techniques in database systems
Implications of certain assumptions in database performance evauation
ACM Transactions on Database Systems (TODS)
Access path selection in a relational database management system
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
Estimation of Query-Result Distribution and its Application in Parallel-Join Load Balancing
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
The optimization of queries in relational databases
The optimization of queries in relational databases
An overview of query optimization in relational systems
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
New sampling-based summary statistics for improving approximate query answers
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Random sampling for histogram construction: how much is enough?
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Wavelet-based histograms for selectivity estimation
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Tracking join and self-join sizes in limited storage
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Self-tuning histograms: building histograms without looking at data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Join synopses for approximate query answering
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
The Aqua approximate query answering system
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Synopsis data structures for massive data sets
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Approximating multi-dimensional aggregate range queries over real attributes
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
On computing correlated aggregates over continual data streams
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Space-efficient online computation of quantile summaries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
STHoles: a multidimensional workload-aware histogram
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
STOC '01 Proceedings of the thirty-third annual ACM symposium on Theory of computing
Mining a stream of transactions for customer patterns
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Mining data streams under block evolution
ACM SIGKDD Explorations Newsletter
Fast, small-space algorithms for approximate histogram maintenance
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Sampling from a moving window over streaming data
SODA '02 Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms
Processing complex aggregate queries over data streams
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Dynamic multidimensional histograms
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Selectivity estimation for spatio-temporal queries to moving objects
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
RHist: adaptive summarization over continuous data streams
Proceedings of the eleventh international conference on Information and knowledge management
Approximate Query Answering Using Data Warehouse Striping
Journal of Intelligent Information Systems - Special issue on data warehousing and knowledge discovery
Continuous queries over data streams
ACM SIGMOD Record
Automating Statistics Management for Query Optimizers
IEEE Transactions on Knowledge and Data Engineering
Automatic tuning of data synopses
Information Systems - Special issue: Best papers from EDBT 2002
SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
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
Estimating Range Queries Using Aggregate Data with Integrity Constraints: A Probabilistic Approach
ICDT '01 Proceedings of the 8th International Conference on Database Theory
Aqua: A Fast Decision Support Systems Using Approximate Query Answers
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Histogram-Based Approximation of Set-Valued Query-Answers
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Combining Histograms and Parametric Curve Fitting for Feedback-Driven Query Result-size Estimation
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Dynamic Maintenance of Wavelet-Based Histograms
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Surfing Wavelets on Streams: One-Pass Summaries for Approximate Aggregate Queries
Proceedings of the 27th International Conference on Very Large Data Bases
LEO - DB2's LEarning Optimizer
Proceedings of the 27th International Conference on Very Large Data Bases
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
Mining Deviants in a Time Series Database
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
The VLDB Journal — The International Journal on Very Large Data Bases
Approximate query processing using wavelets
The VLDB Journal — The International Journal on Very Large Data Bases
What's hot and what's not: tracking most frequent items dynamically
Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Detecting fraud in the real world
Handbook of massive data sets
Dynamic sample selection for approximate query processing
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Spatio-temporal data reduction with deterministic error bounds
DIALM-POMC '03 Proceedings of the 2003 joint workshop on Foundations of mobile computing
Holistic UDAFs at streaming speeds
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Effective use of block-level sampling in statistics estimation
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
A cost model for spatio-temporal queries using the TPR-tree
Journal of Systems and Software - Special issue: Performance modeling and analysis of computer systems and networks
Venn Sampling: A Novel Prediction Technique for Moving Objects
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Synopses for query optimization: a space-complexity perspective
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Selectivity estimators for multidimensional range queries over real attributes
The VLDB Journal — The International Journal on Very Large Data Bases
What's hot and what's not: tracking most frequent items dynamically
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Domain-Driven Data Synopses for Dynamic Quantiles
IEEE Transactions on Knowledge and Data Engineering
Summarizing and mining inverse distributions on data streams via dynamic inverse sampling
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Statistical learning techniques for costing XML queries
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Space efficiency in synopsis construction algorithms
VLDB '05 Proceedings of the 31st international conference on Very large data bases
The space complexity of pass-efficient algorithms for clustering
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Synopses for query optimization: A space-complexity perspective
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
Improving range-sum query evaluation on data cubes via polynomial approximation
Data & Knowledge Engineering
Indexed-based density biased sampling for clustering applications
Data & Knowledge Engineering
Online summarization of dynamic time series data
The VLDB Journal — The International Journal on Very Large Data Bases
Optimized stratified sampling for approximate query processing
ACM Transactions on Database Systems (TODS)
Estimating nested selectivity in object-oriented and object-relational databases
Information and Software Technology
Selectivity estimation by batch-query based histogram and parametric method
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
How to summarize the universe: dynamic maintenance of quantiles
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Sampling streaming data with replacement
Computational Statistics & Data Analysis
The history of histograms (abridged)
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
Bloom histogram: path selectivity estimation for XML data with updates
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Deterministic algorithms for sampling count data
Data & Knowledge Engineering
Proactive and reactive multi-dimensional histogram maintenance for selectivity estimation
Journal of Systems and Software
Sampling time-based sliding windows in bounded space
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Mining Conditional Cardinality Patterns for Data Warehouse Query Optimization
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
The VLDB Journal — The International Journal on Very Large Data Bases
Feature-preserved sampling over streaming data
ACM Transactions on Knowledge Discovery from Data (TKDD)
A new approach to building histogram for selectivity estimation in query processing optimization
Computers & Mathematics with Applications
Maintenance strategies for routing indexes
Distributed and Parallel Databases
Evaluating top-k queries over incomplete data streams
Proceedings of the 18th ACM conference on Information and knowledge management
Spatiotemporal summarization of traffic data streams
Proceedings of the ACM SIGSPATIAL International Workshop on GeoStreaming
Fast and accurate computation of equi-depth histograms over data streams
Proceedings of the 14th International Conference on Extending Database Technology
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
HASE: a hybrid approach to selectivity estimation for conjunctive predicates
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Nonmaterialized motion information in transport networks
ICDT'05 Proceedings of the 10th international conference on Database Theory
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Processing count queries over event streams at multiple time granularities
Information Sciences: an International Journal
Approximating and testing k-histogram distributions in sub-linear time
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
CS2: a new database synopsis for query estimation
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Fast computation of approximate biased histograms on sliding windows over data streams
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Adaptive stratified reservoir sampling over heterogeneous data streams
Information Systems
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