OPT++: An Object-Oriented Implementation for Extensible Database Query Optimization.
Navin Kabra, David J. DeWitt:
OPT++: An Object-Oriented Implementation for Extensible Database Query Optimization.
VLDB J. 8(1): 55-78(1999)@article{DBLP:journals/vldb/KabraD99,
author = {Navin Kabra and
David J. DeWitt},
title = {OPT++: An Object-Oriented Implementation for Extensible Database
Query Optimization},
journal = {VLDB J.},
volume = {8},
number = {1},
year = {1999},
pages = {55-78},
ee = {db/journals/vldb/KabraD99.html},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
Abstract
In this paper we describe the design and implementation of OPT++, a tool for extensible database query optimization that uses an object-oriented design to simplify the task of implementing, extending, and modifying an optimizer.
Building an optimizer using OPT++ makes it easy to extend the query algebra (to add new query algebra operators and physical implementation algorithms to the system), easy to change the search space, and also to change the search strategy.
Furthermore, OPT++ comes equipped with a number of search strategies that are available for use by an optimizer-implementor.
OPT++ considerably simplifies both, the task of implementing an optimizer for a new database system, and the task of evaluating alternative optimization techniques and strategies to decide what techniques are best suited for that database system.
We present the results of a series of performance studies.
These results validate our design and show that, in spite of its flexibility, OPT++ can be used to build efficient optimizers.
Key Words
Object-relational databases - Query optimization - Extensibility - Software architecture
Copyright © 1999 by Springer, Berlin, Heidelberg.
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References
- [BG92]
- Ludger Becker, Ralf Hartmut Güting:
Rule-Based Optimization and Query Processing in an Extensible Geometric Database System.
ACM Trans. Database Syst. 17(2): 247-303(1992)
- [BMG93]
- José A. Blakeley, William J. McKenna, Goetz Graefe:
Experiences Building the Open OODB Query Optimizer.
SIGMOD Conference 1993: 287-296
- [FG91]
- Béatrice Finance, Georges Gardarin:
A Rule-Based Query Rewriter in an Extensible DBMS.
ICDE 1991: 248-256
- [Fre87]
- Johann Christoph Freytag:
A Rule-Based View of Query Optimization.
SIGMOD Conference 1987: 173-180
- [GD87]
- Goetz Graefe, David J. DeWitt:
The EXODUS Optimizer Generator.
SIGMOD Conference 1987: 160-172
- [GLPK94]
- César A. Galindo-Legaria, Arjan Pellenkoft, Martin L. Kersten:
Fast, Randomized Join-Order Selection - Why Use Transformations?
VLDB 1994: 85-95
- [GLSW83]
- Peter Gassner, Guy M. Lohman, K. Bernhard Schiefer, Yun Wang:
Query Optimization in the IBM DB2 Family.
IEEE Data Eng. Bull. 16(4): 4-18(1993)
- [GM93]
- Goetz Graefe, William J. McKenna:
The Volcano Optimizer Generator: Extensibility and Efficient Search.
ICDE 1993: 209-218
- [Gra87]
- Goetz Graefe:
Rule-Based Query Optimization in Extensible Database Systems.
Ph.D. thesis, Univ. of Wisconsin-Madison 1987
- [Gra95]
- Goetz Graefe:
The Cascades Framework for Query Optimization.
IEEE Data Eng. Bull. 18(3): 19-29(1995)
- [Hel94]
- Joseph M. Hellerstein:
Practical Predicate Placement.
SIGMOD Conference 1994: 325-335
- [HP88]
- ...
- [IK90]
- Yannis E. Ioannidis, Younkyung Cha Kang:
Randomized Algorithms for Optimizing Large Join Queries.
SIGMOD Conference 1990: 312-321
- [IW87]
- Yannis E. Ioannidis, Eugene Wong:
Query Optimization by Simulated Annealing.
SIGMOD Conference 1987: 9-22
- [Kan91]
- Younkyung Cha Kang:
Randomized Algorithms for Query Optimization.
Ph.D. thesis, Univ. of Wisconsin-Madison 1991
- [KBZ86]
- Ravi Krishnamurthy, Haran Boral, Carlo Zaniolo:
Optimization of Nonrecursive Queries.
VLDB 1986: 128-137
- [KGM91]
- Thomas Keller, Goetz Graefe, David Maier:
Efficient Assembly of Complex Objects.
SIGMOD Conference 1991: 148-157
- [KMP93]
- Alfons Kemper, Guido Moerkotte, Klaus Peithner:
A Blackboard Architecture for Query Optimization in Object Bases.
VLDB 1993: 543-554
- [LFL88]
- Mavis K. Lee, Johann Christoph Freytag, Guy M. Lohman:
Implementing an Interpreter for Functional Rules in a Query Optimizer.
VLDB 1988: 218-229
- [Loh88]
- ...
- [LV91]
- Rosana S. G. Lanzelotte, Patrick Valduriez:
Extending the Search Strategy in a Query Optimizer.
VLDB 1991: 363-373
- [MBHT96]
- William J. McKenna, Louis Burger, Chi Hoang, Melissa Truong:
EROC: A Toolkit for Building NEATO Query Optimizers.
VLDB 1996: 111-121
- [MDZ93]
- Gail Mitchell, Umeshwar Dayal, Stanley B. Zdonik:
Control of an Extensible Query Optimizer: A Planning-Based Approach.
VLDB 1993: 517-528
- [OL90]
- Kiyoshi Ono, Guy M. Lohman:
Measuring the Complexity of Join Enumeration in Query Optimization.
VLDB 1990: 314-325
- [OMS95]
- M. Tamer Özsu, Adriana Muñoz, Duane Szafron:
An Extensible Query Optimizer for an Objectbase Management System.
CIKM 1995: 188-196
- [Pea84]
- ...
- [PHH92]
- Hamid Pirahesh, Joseph M. Hellerstein, Waqar Hasan:
Extensible/Rule Based Query Rewrite Optimization in Starburst.
SIGMOD Conference 1992: 39-48
- [Sac+79]
- Patricia G. Selinger, Morton M. Astrahan, Donald D. Chamberlin, Raymond A. Lorie, Thomas G. Price:
Access Path Selection in a Relational Database Management System.
SIGMOD Conference 1979: 23-34
- [SC90]
- Eugene J. Shekita, Michael J. Carey:
A Performance Evaluation of Pointer-Based Joins.
SIGMOD Conference 1990: 300-311
- [SG88]
- Arun N. Swami, Anoop Gupta:
Optimization of Large Join Queries.
SIGMOD Conference 1988: 8-17
- [SS90]
- Edward Sciore, John Sieg Jr.:
A Modular Query Optimizer Generator.
ICDE 1990: 146-153
- [Swa89]
- Arun N. Swami:
Optimization of Large Join Queries: Combining Heuristic and Combinatorial Techniques.
SIGMOD Conference 1989: 367-376
- [VM96]
- Bennet Vance, David Maier:
Rapid Bushy Join-order Optimization with Cartesian Products.
SIGMOD Conference 1996: 35-46
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