Surajit Chaudhuri

Orcid: 0000-0001-8252-5270

Affiliations:
  • Microsoft


According to our database1, Surajit Chaudhuri authored at least 258 papers between 1987 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2005, "For contributions to database query processing and optimization.".

Timeline

Legend:

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Online presence:

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Bibliography

2024
Auto-Tables: Relationalize Tables without Using Examples.
SIGMOD Rec., March, 2024

Wred: Workload Reduction for Scalable Index Tuning.
Proc. ACM Manag. Data, February, 2024

Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations.
CoRR, 2024

2023
Cache-Efficient Top-k Aggregation over High Cardinality Large Datasets.
Proc. VLDB Endow., December, 2023

High-Performance Row Pattern Recognition Using Joins.
Proc. VLDB Endow., 2023

Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph.
Proc. VLDB Endow., 2023

Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples.
Proc. VLDB Endow., 2023

Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server.
Proc. VLDB Endow., 2023

Flexible Resource Allocation for Relational Database-as-a-Service.
Proc. VLDB Endow., 2023

T-Rex: Optimizing Pattern Search on Time Series.
Proc. ACM Manag. Data, 2023

Table-GPT: Table-tuned GPT for Diverse Table Tasks.
CoRR, 2023

Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Data-induced predicates for sideways information passing in query optimizers.
VLDB J., 2022

PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication.
Proc. VLDB Endow., 2022

DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning.
Proc. VLDB Endow., 2022

Cloud Data Systems: What are the Opportunities for the Database Research Community?
Proc. VLDB Endow., 2022

ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Budget-aware Index Tuning with Reinforcement Learning.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
Proc. VLDB Endow., 2021

Leveraging Query Logs and Machine Learning for Parametric Query Optimization.
Proc. VLDB Endow., 2021

COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics.
Proc. VLDB Endow., 2021

Hyperspace: The Indexing Subsystem of Azure Synapse.
Proc. VLDB Endow., 2021

Pre-training Summarization Models of Structured Datasets for Cardinality Estimation.
Proc. VLDB Endow., 2021

DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems.
Proc. VLDB Endow., 2021

Cloud Data Services: Workloads, Architectures and Multi-Tenancy.
Found. Trends Databases, 2021

Auto-Tag: Tagging-Data-By-Example in Data Lakes.
CoRR, 2021

AutoPipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search.
CoRR, 2021

Auto-FuzzyJoin: Auto-Program Fuzzy Similarity Joins Without Labeled Examples.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020
Auto-Transform: Learning-to-Transform by Patterns.
Proc. VLDB Endow., 2020

Efficiently Approximating Selectivity Functions using Low Overhead Regression Models.
Proc. VLDB Endow., 2020

Bitvector-aware Query Optimization for Decision Support Queries (extended version).
CoRR, 2020

TableQnA: Answering List Intent Queries With Web Tables.
CoRR, 2020

Bitvector-aware Query Optimization for Decision Support Queries.
Proceedings of the 2020 International Conference on Management of Data, 2020

The Next 5 Years: What Opportunities Should the Database Community Seize to Maximize its Impact?
Proceedings of the 2020 International Conference on Management of Data, 2020

2019
The Seattle Report on Database Research.
SIGMOD Rec., 2019

Pushing Data-Induced Predicates Through Joins in Big-Data Clusters.
Proc. VLDB Endow., 2019

Experiences with Approximating Queries in Microsoft's Production Big-Data Clusters.
Proc. VLDB Endow., 2019

Selectivity Estimation for Range Predicates using Lightweight Models.
Proc. VLDB Endow., 2019

Customizable and Scalable Fuzzy Join for Big Data.
Proc. VLDB Endow., 2019

To do or not to do: extending SQL with integer linear programming?: technical perspective.
Commun. ACM, 2019

AI Meets AI: Leveraging Query Executions to Improve Index Recommendations.
Proceedings of the 2019 International Conference on Management of Data, 2019

Automatically Indexing Millions of Databases in Microsoft Azure SQL Database.
Proceedings of the 2019 International Conference on Management of Data, 2019

International Workshop on Human-In-the-Loop Data Analytics (HILDA).
Proceedings of the 2019 International Conference on Management of Data, 2019

Efficient Identification of Approximate Best Configuration of Training in Large Datasets.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Self-Management Technology in Databases.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Database Tuning Using Trade-Off Elimination.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Database Tuning Using Combinatorial Search.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Database Tuning Using Online Algorithms.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Special issue on best papers of VLDB 2016.
VLDB J., 2018

Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches.
Proc. VLDB Endow., 2018

Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations.
Proc. VLDB Endow., 2018

Plan Stitch: Harnessing the Best of Many Plans.
Proc. VLDB Endow., 2018

Interactive Demonstration of Probabilistic Predicates.
Proceedings of the 2018 International Conference on Management of Data, 2018

Accelerating Machine Learning Inference with Probabilistic Predicates.
Proceedings of the 2018 International Conference on Management of Data, 2018

Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
Technical Perspective: Reflections on Extending SQL using Constraints.
SIGMOD Rec., 2017

Auto-Join: Joining Tables by Leveraging Transformations.
Proc. VLDB Endow., 2017

DataSlicer: Task-Based Data Selection for Visual Data Exploration.
CoRR, 2017

Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Approximate Query Processing: No Silver Bullet.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2016
Data services leveraging Bing's data assets.
IEEE Data Eng. Bull., 2016

Operator and Query Progress Estimation in Microsoft SQL Server Live Query Statistics.
Proceedings of the 2016 International Conference on Management of Data, 2016

Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters.
Proceedings of the 2016 International Conference on Management of Data, 2016

Sample + Seek: Approximating Aggregates with Distribution Precision Guarantee.
Proceedings of the 2016 International Conference on Management of Data, 2016

2015
Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service.
Proc. VLDB Endow., 2015

Front Matter.
Proc. VLDB Endow., 2015

AutoTag 'n Search My Photos: Leveraging the Social Graph for Photo Tagging.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

S4: Top-k Spreadsheet-Style Search for Query Discovery.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Overview of Data Exploration Techniques.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Information at your Fingertips: Only a dream for enterprises?
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
The Beckman Report on Database Research.
SIGMOD Rec., 2014

Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers.
Proc. VLDB Endow., 2014

ClusterJoin: A Similarity Joins Framework using Map-Reduce.
Proc. VLDB Endow., 2014

Fast Foreign-Key Detection in Microsoft SQL Server PowerPivot for Excel.
Proc. VLDB Endow., 2014

Database Application Developer Tools Using Static Analysis and Dynamic Profiling.
IEEE Data Eng. Bull., 2014

Discovering queries based on example tuples.
Proceedings of the International Conference on Management of Data, 2014

2013
A demonstration of SQLVM: performance isolation in multi-tenant relational database-as-a-service.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Data services for E-tailers leveraging web search engine assets.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Big Data and Enterprise Analytics.
Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013

2012
Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques.
Proc. VLDB Endow., 2012

Experiences with using Data Cleaning Technology for Bing Services.
IEEE Data Eng. Bull., 2012

Targeted disambiguation of ad-hoc, homogeneous sets of named entities.
Proceedings of the 21st World Wide Web Conference 2012, 2012

InfoGather: entity augmentation and attribute discovery by holistic matching with web tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

What next?: a half-dozen data management research goals for big data and the cloud.
Proceedings of the 31st ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2012

A framework for robust discovery of entity synonyms.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

How Different is Big Data?
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011
Guest Editors Introduction: Special Section on Keyword Search on Structured Data.
IEEE Trans. Knowl. Data Eng., 2011

A Statistical Approach Towards Robust Progress Estimation.
Proc. VLDB Endow., 2011

New Frontiers in Business Intelligence.
Proc. VLDB Endow., 2011

AutoAdmin Project at Microsoft Research: Lessons Learned.
IEEE Data Eng. Bull., 2011

Towards a Domain Independent Platform for Data Cleaning.
IEEE Data Eng. Bull., 2011

An overview of business intelligence technology.
Commun. ACM, 2011

EntityTagger: automatically tagging entities with descriptive phrases.
Proceedings of the 20th International Conference on World Wide Web, 2011

Interval-based pruning for top-k processing over compressed lists.
Proceedings of the 27th International Conference on Data Engineering, 2011

Database Access Control and Privacy: Is there a common ground?
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Cloud Databases: What's New?
Proc. VLDB Endow., 2010

Variance aware optimization of parameterized queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Query portals: dynamically generating portals for entity-oriented web queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Rule profiling for query optimizers and their implications.
Proceedings of the 26th International Conference on Data Engineering, 2010

Interactive physical design tuning.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Self-Management Technology in Databases.
Proceedings of the Encyclopedia of Database Systems, 2009

Database Tuning using Trade-off Elimination.
Proceedings of the Encyclopedia of Database Systems, 2009

Database Tuning using Combinatorial Search.
Proceedings of the Encyclopedia of Database Systems, 2009

Database Tuning using Online Algorithms.
Proceedings of the Encyclopedia of Database Systems, 2009

Exact Cardinality Query Optimization for Optimizer Testing.
Proc. VLDB Endow., 2009

Mining Document Collections to Facilitate Accurate Approximate Entity Matching.
Proc. VLDB Endow., 2009

Keyword querying and Ranking in Databases.
Proc. VLDB Endow., 2009

Learning String Transformations From Examples.
Proc. VLDB Endow., 2009

Technical perspective - Relational query optimization: data management meets statistical estimation.
Commun. ACM, 2009

Exploiting web search to generate synonyms for entities.
Proceedings of the 18th International Conference on World Wide Web, 2009

Exploiting web search engines to search structured databases.
Proceedings of the 18th International Conference on World Wide Web, 2009

Privacy preservation of aggregates in hidden databases: why and how?
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Bridging the application and DBMS divide using static analysis and dynamic profiling.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Extending autocompletion to tolerate errors.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Structured data and web documents: better together?
Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

Query optimizers: time to rethink the contract?
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Interactive plan hints for query optimization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Power Hints for Query Optimization.
Proceedings of the 25th International Conference on Data Engineering, 2009

Ranking objects based on relationships and fixed associations.
Proceedings of the EDBT 2009, 2009

2008
The Claremont report on database research.
SIGMOD Rec., 2008

A pay-as-you-go framework for query execution feedback.
Proc. VLDB Endow., 2008

Constrained physical design tuning.
Proc. VLDB Endow., 2008

Scalable ad-hoc entity extraction from text collections.
Proc. VLDB Endow., 2008

An efficient filter for approximate membership checking.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Incorporating string transformations in record matching.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Diagnosing Estimation Errors in Page Counts Using Execution Feedback.
Proceedings of the 24th International Conference on Data Engineering, 2008

Transformation-based Framework for Record Matching.
Proceedings of the 24th International Conference on Data Engineering, 2008

Self-tuning Database Systems: Past, Present and Future.
Proceedings of the Database Systems for Advanced Applications, 2008

Decision Support Queries: A solved problem?
Proceedings of the 14th International Conference on Management of Data, 2008

2007
Optimized stratified sampling for approximate query processing.
ACM Trans. Database Syst., 2007

Introduction to ACM SIGMOD 2006 conference papers.
ACM Trans. Database Syst., 2007

Physical design refinement: The 'merge-reduce' approach.
ACM Trans. Database Syst., 2007

Report on the Second International Workshop on Self-Managing Database Systems (SMDB 2007).
IEEE Data Eng. Bull., 2007

Bridging the Application and DBMS Profiling Divide for Database Application Developers.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Self-Tuning Database Systems: A Decade of Progress.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Stop-and-Restart Style Execution for Long Running Decision Support Queries.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Example-driven design of efficient record matching queries.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Leveraging aggregate constraints for deduplication.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Online autoadmin: (physical design tuning).
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Heavy-tailed distributions and multi-keyword queries.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Fine Grained Authorization Through Predicated Grants.
Proceedings of the 23rd International Conference on Data Engineering, 2007

An Online Approach to Physical Design Tuning.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Probabilistic information retrieval approach for ranking of database query results.
ACM Trans. Database Syst., 2006

Generating Queries with Cardinality Constraints for DBMS Testing.
IEEE Trans. Knowl. Data Eng., 2006

Data Debugger: An Operator-Centric Approach for Data Quality Solutions.
IEEE Data Eng. Bull., 2006

AutoAdmin: Self-Tuning Database SystemsTechnology.
IEEE Data Eng. Bull., 2006

To Tune or not to Tune? A Lightweight Physical Design Alerter.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Foundations of Automated Database Tuning.
Proceedings of the 22nd International Conference on Data Engineering, 2006

A Primitive Operator for Similarity Joins in Data Cleaning.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Robust Cardinality and Cost Estimation for Skyline Operator.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
Storing XML (with XSD) in SQL Databases: Interplay of Logical and Physical Designs.
IEEE Trans. Knowl. Data Eng., 2005

Flexible Database Generators.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

When Can We Trust Progress Estimators for SQL Queries?
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Data cleaning in microsoft SQL server 2005.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Automatic Physical Database Tuning: A Relaxation-based Approach.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Towards a Robust Query Optimizer: A Principled and Practical Approach.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Database tuning advisor for microsoft SQL server 2005: demo.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Robust Identification of Fuzzy Duplicates.
Proceedings of the 21st International Conference on Data Engineering, 2005

Integrating DB and IR Technologies: What is the Sound of One Hand Clapping?
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004
Extracting predicates from mining models for efficient query evaluation.
ACM Trans. Database Syst., 2004

Optimizing Top-k Selection Queries over Multimedia Repositories.
IEEE Trans. Knowl. Data Eng., 2004

Index Selection for Databases: A Hardness Study and a Principled Heuristic Solution.
IEEE Trans. Knowl. Data Eng., 2004

Data management technology for decision support systems.
Adv. Comput., 2004

Where is Business Intelligence taking today's Database Systems?
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Self-Managing Technology in Database Management Systems.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Probabilistic Ranking of Database Query Results.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Database Tuning Advisor for Microsoft SQL Server 2005.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Estimating Progress of Long Running SQL Queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Effective Use of Block-Level Sampling in Statistics Estimation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Automatic Categorization of Query Results.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Conditional Selectivity for Statistics on Query Expressions.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

SQLCM: A Continuous Monitoring Framework for Relational Database Engines.
Proceedings of the 20th International Conference on Data Engineering, 2004

Selectivity Estimation for String Predicates: Overcoming the Underestimation Problem.
Proceedings of the 20th International Conference on Data Engineering, 2004

2003
A Database Striptease or How to Manage Your Personal Databases.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Primitives for Workload Summarization and Implications for SQL.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

On Relational Support for XML Publishing: Beyond Sorting and Tagging.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Factorizing Complex Predicates in Queries to Exploit Indexes.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Robust and Efficient Fuzzy Match for Online Data Cleaning.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Dynamic Sample Selection for Approximate Query Processing.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Storage and Retrieval of XML Data using Relational Databases.
Proceedings of the 19th International Conference on Data Engineering, 2003

Efficient Creation of Statistics over Query Expressions.
Proceedings of the 19th International Conference on Data Engineering, 2003

Automating Layout of Relational Databases.
Proceedings of the 19th International Conference on Data Engineering, 2003

Automated Ranking of Database Query Results.
Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002
Top-k selection queries over relational databases: Mapping strategies and performance evaluation.
ACM Trans. Database Syst., 2002

On Scheduling Atomic and Composite Continuous Media Objects.
IEEE Trans. Knowl. Data Eng., 2002

Eliminating Fuzzy Duplicates in Data Warehouses.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

Compressing SQL workloads.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Exploiting statistics on query expressions for optimization.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

DBXplorer: enabling keyword search over relational databases.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Self-Tuning Database Systems.
Proceedings of the International Database Engineering & Applications Symposium, 2002

Efficient Evaluation of Queries with Mining Predicates.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

DBXplorer: A System for Keyword-Based Search over Relational Databases.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
Correction to 'Automating Statistics Management for Query Optimizers'.
IEEE Trans. Knowl. Data Eng., 2001

Automating Statistics Management for Query Optimizers.
IEEE Trans. Knowl. Data Eng., 2001

Database Technology for Decision Support Systems.
Computer, 2001

A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

STHoles: A Multidimensional Workload-Aware Histogram.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Materialized View and Index Selection Tool for Microsoft SQL Server 2000.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Integrating Data Mining with SQL Databases: OLE DB for Data Mining.
Proceedings of the 17th International Conference on Data Engineering, 2001

Overcoming Limitations of Sampling for Aggregation Queries.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
KDD-99: The Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
SIGKDD Explor., 2000

Review - Integrating Mining with Relational Database Systems: Alternatives and Implications.
ACM SIGMOD Digit. Rev., 2000

Review - Querying Multiple Features of Groups in Relational Databases.
ACM SIGMOD Digit. Rev., 2000

Review - Physical Database Design for Relational Databases.
ACM SIGMOD Digit. Rev., 2000

Review - Of Nests and Trees: A Unified Approach to Processing Queries That Contain Nested Subqueries, Aggregates, and Quantifiers.
ACM SIGMOD Digit. Rev., 2000

Guest Editorial.
Data Min. Knowl. Discov., 2000

Integration of Data Mining with Database Technology.
Proceedings of the VLDB 2000, 2000

Rethinking Database System Architecture: Towards a Self-Tuning RISC-Style Database System.
Proceedings of the VLDB 2000, 2000

Automated Selection of Materialized Views and Indexes in SQL Databases.
Proceedings of the VLDB 2000, 2000

Towards Estimation Error Guarantees for Distinct Values.
Proceedings of the Nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2000

1999
Optimization of Queries with User-Defined Predicates.
ACM Trans. Database Syst., 1999

Reminiscences on Influential Papers.
SIGMOD Rec., 1999

On Sampling and Relational Operators.
IEEE Data Eng. Bull., 1999

Self-Tuning Technology in Microsoft SQL Server.
IEEE Data Eng. Bull., 1999

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 1999

Evaluating Top-<i>k</i> Selection Queries.
Proceedings of the VLDB'99, 1999

Issues in Network Management in the Next Millennium.
Proceedings of the VLDB'99, 1999

On Random Sampling over Joins.
Proceedings of the SIGMOD 1999, 1999

Self-tuning Histograms: Building Histograms Without Looking at Data.
Proceedings of the SIGMOD 1999, 1999

Index Merging.
Proceedings of the 15th International Conference on Data Engineering, 1999

Scalable Classification over SQL Databases.
Proceedings of the 15th International Conference on Data Engineering, 1999

1998
The Microsoft Database Research Group.
SIGMOD Rec., 1998

Data Mining and Database Systems: Where is the Intersection?
IEEE Data Eng. Bull., 1998

Microsoft Index Tuning Wizard for SQL Server 7.0.
Proceedings of the SIGMOD 1998, 1998

AutoAdmin 'What-if' Index Analysis Utility.
Proceedings of the SIGMOD 1998, 1998

Random Sampling for Histogram Construction: How much is enough?
Proceedings of the SIGMOD 1998, 1998

An Overview of Query Optimization in Relational Systems.
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998

On the Efficient Gathering of Sufficient Statistics for Classification from Large SQL Databases.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

Future Directions in Database Research (Panel).
Proceedings of the Fourteenth International Conference on Data Engineering, 1998

1997
An Overview of Data Warehousing and OLAP Technology.
SIGMOD Rec., 1997

On the Equivalence of Recursive and Nonrecursive Datalog Programs.
J. Comput. Syst. Sci., 1997

Can Datalog Be Approximated?
J. Comput. Syst. Sci., 1997

Data Cube: A Relational Aggregation Operator Generalizing Group-by, Cross-Tab, and Sub Totals.
Data Min. Knowl. Discov., 1997

An Efficient Cost-Driven Index Selection Tool for Microsoft SQL Server.
Proceedings of the VLDB'97, 1997

Data Warehousing and OLAP for Decision Support (Tutorial).
Proceedings of the SIGMOD 1997, 1997

Query Optimization at the Crossroads (Panel).
Proceedings of the SIGMOD 1997, 1997

New and Forgotten Dreams in Database Research (Panel).
Proceedings of the Thirteenth International Conference on Data Engineering, 1997

Data Warehousing and OLAP for Decision Support.
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

Issues in Decision Support over SQL Databases.
Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997

1996
Optimizing Queries over Multimedia Repositories.
IEEE Data Eng. Bull., 1996

Database Research: Lead, Follow, or Get Out of the Way? - Panel Abstract.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Optimizing Queries with Aggregate Views.
Proceedings of the Advances in Database Technology, 1996

1995
An Overview of Cost-based Optimization of Queries with Aggregates.
IEEE Data Eng. Bull., 1995

Retrieval of Composite Multimedia Objects.
Proceedings of the VLDB'95, 1995

Join Queries with External Text Sources: Execution and Optimization Techniques.
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

Optimizing Queries with Materialized Views.
Proceedings of the Eleventh International Conference on Data Engineering, 1995

1994
Including Group-By in Query Optimization.
Proceedings of the VLDB'94, 1994

On the Complexity of Equivalence between Recursive and Nonrecursive Datalog Programs.
Proceedings of the Thirteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1994

1993
Query Optimization in the Presence of Foreign Functions.
Proceedings of the 19th International Conference on Very Large Data Bases, 1993

Optimization of <i>Real</i> Conjunctive Queries.
Proceedings of the Twelfth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1993

1992
Finding Nonrecursive Envelopes for Datalog Predicates.
Proceedings of the Workshop on Deductive Databases held in conjunction with the Joint International Conference and Symposium on Logic Programming, 1992

1991
Detecting Redundant Tuples During Query Evaluation.
Proceedings of the Tenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1991

1990
Generalization and a Framework for Query Modification.
Proceedings of the Sixth International Conference on Data Engineering, 1990

Database Types: A Plea for Simplicity (A Naive Semantics of Subtyping).
Proceedings of the Object-Oriented Databases: Analysis, 1990

1988
Temporal Relationships in Databases.
Proceedings of the Fourteenth International Conference on Very Large Data Bases, August 29, 1988

1987
Architectural Concepts for Large Knowledge Bases.
Proceedings of the GWAI-87, 11th German Workshop on Artificial Intelligence, Geseke, Germany, September 28, 1987


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