The visual display of quantitative information
The visual display of quantitative information
Equi-depth multidimensional histograms
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
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
Optimal histograms for limiting worst-case error propagation in the size of join results
ACM Transactions on Database Systems (TODS)
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Adaptive selectivity estimation using query feedback
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Balancing histogram optimality and practicality for query result size estimation
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Estimating alphanumeric selectivity in the presence of wildcards
SIGMOD '96 Proceedings of the 1996 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
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Approximate medians and other quantiles in one pass and with limited memory
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
Data cube approximation and histograms via wavelets
Proceedings of the seventh international conference on Information and knowledge management
Substring selectivity estimation
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Selectivity estimation in spatial databases
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Self-tuning histograms: building histograms without looking at data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Approximate computation of multidimensional aggregates of sparse data using wavelets
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Multi-dimensional selectivity estimation using compressed histogram information
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
A comparison of selectivity estimators for range queries on metric attributes
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
Ripple joins for online aggregation
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Comparing images using joint histograms
Multimedia Systems - Special issue on video content based retrieval
Optimal histograms for hierarchical range queries (extended abstract)
PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Approximating multi-dimensional aggregate range queries over real attributes
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Independence is good: dependency-based histogram synopses for high-dimensional data
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
Global optimization of histograms
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Selectivity estimation using probabilistic models
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Fast, small-space algorithms for approximate histogram maintenance
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
A scalable hash ripple join algorithm
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Exploiting statistics on query expressions for optimization
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Statistical synopses for graph-structured XML databases
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
Wavelet synopses with error guarantees
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Accurate estimation of the number of tuples satisfying a condition
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Using histograms to estimate answer sizes for XML queries
Information Systems - Special issue: Best papers from EDBT 2002
Selectivity Estimation in the Presence of Alphanumeric Correlations
ICDE '97 Proceedings of the Thirteenth International Conference on Data Engineering
Approximations in Database Systems
ICDT '03 Proceedings of the 9th International Conference on Database Theory
Optimal Histograms with Quality Guarantees
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Multi-Dimensional Substring Selectivity Estimation
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Probabilistic Optimization of Top N Queries
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
Estimating the Selectivity of XML Path Expressions for Internet Scale Applications
Proceedings of the 27th 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
Universality of Serial Histograms
VLDB '93 Proceedings of the 19th International Conference on Very Large Data Bases
Estimating the Selectivity of Spatial Queries Using the `Correlation' Fractal Dimension
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
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
Selectivity Estimation Without the Attribute Value Independence Assumption
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Fast Incremental Maintenance of Approximate Histograms
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Histogramming Data Streams with Fast Per-Item Processing
ICALP '02 Proceedings of the 29th International Colloquium on Automata, Languages and Programming
Summary Grids: Building Accurate Multidimensional Histograms
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
Approximate query processing using wavelets
The VLDB Journal — The International Journal on Very Large Data Bases
Structure-Based Similarity Search with Graph Histograms
DEXA '99 Proceedings of the 10th International Workshop on Database & Expert Systems Applications
Accurate Estimation of the Cost of Spatial Selections
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Improving Range Query Estimation on Histograms
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
The optimization of queries in relational databases
The optimization of queries in relational databases
Pattern Recognition, Third Edition
Pattern Recognition, Third Edition
Approximate frequency counts over data streams
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
XPathLearner: an on-line self-tuning Markov histogram for XML path selectivity estimation
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
How to summarize the universe: dynamic maintenance of quantiles
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Structure and value synopses for XML data graphs
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Order preserving encryption for numeric data
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
On demand synchronization and load distribution for database grid-based web applications
Data & Knowledge Engineering
Effective Computation of Biased Quantiles over Data Streams
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
Weighted hypertree decompositions and optimal query plans
PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Towards a robust query optimizer: a principled and practical approach
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
An information theoretic histogram for single dimensional selectivity estimation
Proceedings of the 2005 ACM symposium on Applied computing
Query workload-aware overlay construction using histograms
Proceedings of the 14th ACM international conference on Information and knowledge management
Approximation algorithms for wavelet transform coding of data streams
SODA '06 Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm
Wavelet synopses for general error metrics
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
Synopses for query optimization: A space-complexity perspective
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2004
Approximation and streaming algorithms for histogram construction problems
ACM Transactions on Database Systems (TODS)
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
IO-Top-k: index-access optimized top-k query processing
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
A study on workload-aware wavelet synopses for point and range-sum queries
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Query result ranking over e-commerce web databases
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
On Histograms and Isosurface Statistics
IEEE Transactions on Visualization and Computer Graphics
Detecting distributed scans using high-performance query-driven visualization
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
Estimating query result sizes for proxy caching in scientific database federations
Proceedings of the 2006 ACM/IEEE conference on Supercomputing
On synopses for distinct-value estimation under multiset operations
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Exploiting duality in summarization with deterministic guarantees
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
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
Top-k query evaluation with probabilistic guarantees
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Rk-hist: an r-tree based histogram for multi-dimensional selectivity estimation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Histograms based on the minimum description length principle
The VLDB Journal — The International Journal on Very Large Data Bases
Accurate histogram-based XML summarization
Proceedings of the 2008 ACM symposium on Applied computing
Generating targeted queries for database testing
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Pay-as-you-go user feedback for dataspace systems
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Discovering gis sources on the web using summaries
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Pathfinder meets DB2®: relational XQuery optimization techniques
Ph.D. '08 Proceedings of the 2008 EDBT Ph.D. workshop
Enhancing histograms by tree-like bucket indices
The VLDB Journal — The International Journal on Very Large Data Bases
The VLDB Journal — The International Journal on Very Large Data Bases
A Probabilistic Framework for Building Privacy-Preserving Synopses of Multi-dimensional Data
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Smooth Interpolating Histograms with Error Guarantees
BNCOD '08 Proceedings of the 25th British national conference on Databases: Sharing Data, Information and Knowledge
Multiple-Objective Compression of Data Cubes in Cooperative OLAP Environments
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
The VLDB Journal — The International Journal on Very Large Data Bases
Brighthouse: an analytic data warehouse for ad-hoc queries
Proceedings of the VLDB Endowment
A framework for estimating complex probability density structures in data streams
Proceedings of the 17th ACM conference on Information and knowledge management
Rough Sets in Data Warehousing
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Uniform Constraint Satisfaction Problems and Database Theory
Complexity of Constraints
The design of a query monitoring system
ACM Transactions on Database Systems (TODS)
Optimal splitters for database partitioning with size bounds
Proceedings of the 12th International Conference on Database Theory
Using intrinsic data skew to improve hash join performance
Information Systems
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Query optimizers: time to rethink the contract?
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Distributed top-k aggregation queries at large
Distributed and Parallel Databases
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
General Database Statistics Using Entropy Maximization
DBPL '09 Proceedings of the 12th International Symposium on Database Programming Languages
Fast and effective histogram construction
Proceedings of the 18th ACM conference on Information and knowledge management
Statistical structures for Internet-scale data management
The VLDB Journal — The International Journal on Very Large Data Bases
Probabilistic histograms for probabilistic data
Proceedings of the VLDB Endowment
Optimality and scalability in lattice histogram construction
Proceedings of the VLDB Endowment
Consistent histograms in the presence of distinct value counts
Proceedings of the VLDB Endowment
Preventing bad plans by bounding the impact of cardinality estimation errors
Proceedings of the VLDB Endowment
Exact cardinality query optimization for optimizer testing
Proceedings of the VLDB Endowment
Intelligent Data Granulation on Load: Improving Infobright's Knowledge Grid
FGIT '09 Proceedings of the 1st International Conference on Future Generation Information Technology
Frequency-based views to pattern collections
Discrete Applied Mathematics - Special issue: Discrete mathematics & data mining II (DM & DM II)
A Streaming Parallel Decision Tree Algorithm
The Journal of Machine Learning Research
XML query result size estimation for small bandwidth devices
BNCOD'07 Proceedings of the 24th British national conference on Databases
Data summaries for on-demand queries over linked data
Proceedings of the 19th international conference on World wide web
Journal of Intelligent Information Systems
A statistics propagation approach to enable cost-based optimization of statement sequences
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Understanding cardinality estimation using entropy maximization
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Hierarchically organized skew-tolerant histograms for geographic data objects
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Structured annotations of web queries
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Deriving predicate statistics in datalog
Proceedings of the 12th international ACM SIGPLAN symposium on Principles and practice of declarative programming
Result-size estimation for information-retrieval subqueries
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
DYFRAM: dynamic fragmentation and replica management in distributed database systems
Distributed and Parallel Databases
Differentially private data release through multidimensional partitioning
SDM'10 Proceedings of the 7th VLDB conference on Secure data management
Fast and accurate computation of equi-depth histograms over data streams
Proceedings of the 14th International Conference on Extending Database Technology
Efficient selectivity estimation by histogram construction based on subspace clustering
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Interaction-aware scheduling of report-generation workloads
The VLDB Journal — The International Journal on Very Large Data Bases
Estimating selectivity for joined RDF triple patterns
Proceedings of the 20th ACM international conference on Information and knowledge management
Adding structure to top-k: from items to expansions
Proceedings of the 20th ACM international conference on Information and knowledge management
Efficient construction of histograms for multidimensional data using quad-trees
Decision Support Systems
STAIRS: Towards efficient full-text filtering and dissemination in DHT environments
The VLDB Journal — The International Journal on Very Large Data Bases
Self-adaptive statistics management for efficient query processing
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Workload-optimal histograms on streams
ESA'05 Proceedings of the 13th annual European conference on Algorithms
Understanding cardinality estimation using entropy maximization
ACM Transactions on Database Systems (TODS)
HASE: a hybrid approach to selectivity estimation for conjunctive predicates
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
On exploring the power-law relationship in the itemset support distribution
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
On using histograms as routing indexes in peer-to-peer systems
DBISP2P'04 Proceedings of the Second international conference on Databases, Information Systems, and Peer-to-Peer Computing
Processing and optimization of complex queries in schema-based p2p-networks
DBISP2P'04 Proceedings of the Second international conference on Databases, Information Systems, and Peer-to-Peer Computing
Approximating and testing k-histogram distributions in sub-linear time
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
Worst-case optimal join algorithms: [extended abstract]
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
Source selection for image retrieval in peer-to-peer networks
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Improving the accuracy of histograms for geographic data objects
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Automated physical designers: what you see is (not) what you get
DBTest '12 Proceedings of the Fifth International Workshop on Testing Database Systems
Testing cardinality estimation models in SQL server
DBTest '12 Proceedings of the Fifth International Workshop on Testing Database Systems
Dynamic optimization of queries in pivot-based indexing
Multimedia Tools and Applications
Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches
Foundations and Trends in Databases
HEDC: a histogram estimator for data in the cloud
Proceedings of the fourth international workshop on Cloud data management
Histograms as statistical estimators for aggregate queries
Information Systems
An automatic blocking mechanism for large-scale de-duplication tasks
Proceedings of the 21st ACM international conference on Information and knowledge management
Deriving predicate statistics for logic rules
RR'12 Proceedings of the 6th international conference on Web Reasoning and Rule Systems
Non-termination analysis and cost-based query optimization of logic programs
RR'12 Proceedings of the 6th international conference on Web Reasoning and Rule Systems
Efficiently adapting graphical models for selectivity estimation
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient top-k query answering using cached views
Proceedings of the 16th International Conference on Extending Database Technology
Real time processing of data from patient biodevices
HIKM '11 Proceedings of the Fourth Australasian Workshop on Health Informatics and Knowledge Management - Volume 120
Fast computation of approximate biased histograms on sliding windows over data streams
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
Improving the real-time performance of heterogeneous extremely large datasets
Proceedings of the 17th Panhellenic Conference on Informatics
Index selection: a query pattern mining based approach
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Proceedings of the VLDB Endowment
Adaptive range filters for cold data: avoiding trips to Siberia
Proceedings of the VLDB Endowment
Data & Knowledge Engineering
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The history of histograms is long and rich, full of detailed information in every step. It includes the course of histograms in different scientific fields, the successes and failures of histograms in approximating and compressing information, their adoption by industry, and solutions that have been given on a great variety of histogram-related problems. In this paper and in the same spirit of the histogram techniques themselves, we compress their entire history (including their "future history" as currently anticipated) in the given/fixed space budget, mostly recording details for the periods, events, and results with the highest (personally-biased) interest. In a limited set of experiments, the semantic distance between the compressed and the full form of the history was found relatively small!