Physical database design for relational databases
ACM Transactions on Database Systems (TODS)
The COMFORT automatic tuning project
Information Systems
Adaptive selectivity estimation using query feedback
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Efficient mid-query re-optimization of sub-optimal query execution plans
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
AutoAdmin “what-if” index analysis utility
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
Self-tuning histograms: building histograms without looking at data
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Eddies: continuously adaptive query processing
SIGMOD '00 Proceedings of the 2000 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
Index selection in a self-adaptive data base management system
SIGMOD '76 Proceedings of the 1976 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
Proceedings of the 2002 ACM SIGMOD international conference on Management of data
Access path selection in a relational database management system
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
Adaptive and Automated Index Selection in RDBMS
EDBT '92 Proceedings of the 3rd International Conference on Extending Database Technology: Advances in Database Technology
Hippodrome: Running Circles Around Storage Administration
FAST '02 Proceedings of the Conference on File and Storage Technologies
Rethinking Database System Architecture: Towards a Self-Tuning RISC-Style Database System
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Automated Selection of Materialized Views and Indexes in SQL Databases
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
LEO - DB2's LEarning Optimizer
Proceedings of the 27th International Conference on Very Large Data Bases
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
The GMAP: A Versatile Tool for Physical Data Independence
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
An Efficient Cost-Driven Index Selection Tool for Microsoft SQL Server
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
A Framework for Automating Physical Database Design
VLDB '91 Proceedings of the 17th International Conference on Very Large Data Bases
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Automating Statistics Management for Query Optimizers
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
DB2 Advisor: An Optimizer Smart Enough to Recommend its own Indexes
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
SQLCM: A Continuous Monitoring Framework for Relational Database Engines
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
The optimal selection of secondary indices is NP-complete
ACM SIGMOD Record
AutoPart: Automating Schema Design for Large Scientific Databases Using Data Partitioning
SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
Effective use of block-level sampling in statistics estimation
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Integrating vertical and horizontal partitioning into automated physical database design
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Robust query processing through progressive optimization
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Toward a progress indicator for database queries
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Estimating progress of execution for SQL queries
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Index Selection for Databases: A Hardness Study and a Principled Heuristic Solution
IEEE Transactions on Knowledge and Data Engineering
Increasing the Accuracy and Coverage of SQL Progress Indicators
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Automatic physical database tuning: a relaxation-based approach
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Goals and benchmarks for autonomic configuration recommenders
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
When can we trust progress estimators for SQL queries?
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Database tuning advisor for microsoft SQL server 2005: demo
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Recommending Materialized Views and Indexes with IBM DB2 Design Advisor
ICAC '04 Proceedings of the First International Conference on Autonomic Computing
ISOMER: Consistent Histogram Construction Using Query Feedback
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Automatic physical design tuning: workload as a sequence
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
COLT: continuous on-line tuning
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
To tune or not to tune?: a lightweight physical design alerter
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Foundations of automated database tuning
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Physical Database Design: the database professional's guide to exploiting indexes, views, storage, and more
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
SQL memory management in Oracle9i
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
QUIET: continuous query-driven index tuning
VLDB '03 Proceedings of the 29th international conference on Very large data bases - Volume 29
DB2 design advisor: integrated automatic physical database design
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Automatic SQL tuning in oracle 10g
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Automated statistics collection in DB2 UDB
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Self-managing technology in database management systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Foundations and Trends in Databases
Physical design refinement: the "merge-reduce" approach
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Multi-query SQL progress indicators
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Brighthouse: an analytic data warehouse for ad-hoc queries
Proceedings of the VLDB Endowment
QueryScope: visualizing queries for repeatable database tuning
Proceedings of the VLDB Endowment
Rough Sets in Data Warehousing
RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing
Guest editorial: special issue on physical data warehouse design
Distributed and Parallel Databases
Data warehouse technology by infobright
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Declarative management in Microsoft SQL server
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
The Data Cyclotron query processing scheme
Proceedings of the 13th International Conference on Extending Database Technology
Self-selecting, self-tuning, incrementally optimized indexes
Proceedings of the 13th International Conference on Extending Database Technology
Query processing in a DBMS for cluster systems
Programming and Computing Software
Yet another algorithms for selecting bitmap join indexes
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Query evaluation techniques for cluster database systems
ADBIS'10 Proceedings of the 14th east European conference on Advances in databases and information systems
Benchmarking adaptive indexing
TPCTC'10 Proceedings of the Second TPC technology conference on Performance evaluation, measurement and characterization of complex systems
An overview of business intelligence technology
Communications of the ACM
The case for being lazy: how to leverage lazy evaluation in MapReduce
Proceedings of the 2nd international workshop on Scientific cloud computing
Merging what's cracked, cracking what's merged: adaptive indexing in main-memory column-stores
Proceedings of the VLDB Endowment
Trojan data layouts: right shoes for a running elephant
Proceedings of the 2nd ACM Symposium on Cloud Computing
The data cyclotron query processing scheme
ACM Transactions on Database Systems (TODS)
A call to arms: revisiting database design
ACM SIGMOD Record
The role of class dependencies in designing ontology-based databases
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems
Towards cost-effective storage provisioning for DBMSs
Proceedings of the VLDB Endowment
PerfXplain: debugging MapReduce job performance
Proceedings of the VLDB Endowment
Concurrency control for adaptive indexing
Proceedings of the VLDB Endowment
Adaptive indexing in modern database kernels
Proceedings of the 15th International Conference on Extending Database Technology
Automated physical designers: what you see is (not) what you get
DBTest '12 Proceedings of the Fifth International Workshop on Testing Database Systems
Database system performance evaluation models: A survey
Performance Evaluation
Autonomous database partitioning using data mining on single computers and cluster computers
Proceedings of the 16th International Database Engineering & Applications Sysmposium
NoDB in action: adaptive query processing on raw data
Proceedings of the VLDB Endowment
TileHeat: a framework for tile selection
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Invisible loading: access-driven data transfer from raw files into database systems
Proceedings of the 16th International Conference on Extending Database Technology
Workload management for big data analytics
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Evaluation of RDF queries via equivalence
Frontiers of Computer Science: Selected Publications from Chinese Universities
How to exploit the device diversity and database interaction to propose a generic cost model?
Proceedings of the 17th International Database Engineering & Applications Symposium
Gunther: search-based auto-tuning of mapreduce
Euro-Par'13 Proceedings of the 19th international conference on Parallel Processing
Intelligent Decision Technologies
| Hi-index | 0.02 |
In this paper we discuss advances in self-tuning database systems over the past decade, based on our experience in the AutoAdmin project at Microsoft Research. This paper primarily focuses on the problem of automated physical database design. We also highlight other areas where research on self-tuning database technology has made significant progress. We conclude with our thoughts on opportunities and open issues.