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Efficient and Extensible Algorithms for Multi Query Optimization

Summary: Proposes practical multi-query optimization through three cost-based heuristics (Volcano-SH, Volcano-RU, greedy) to exploit shared subexpressions across queries. Demonstrates significant plan-cost reductions with modest optimizer overhead and easy integration, validated on TPC-D workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hb0c63f7ed81b7bce
Venue
SIGMOD
Year
2000
Pagerank
0.00030314403
Overall Rank
129 | 99.14%
DOI
10.1145/342009.335419

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{roy_sigmod00,
        title = {{Efficient and Extensible Algorithms for Multi Query Optimization}},
        author = {Roy, Prasan and Seshadri, S. and Sudarshan, S. and Bhobe, Siddhesh},
        series = {{SIGMOD} '00},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/342009.335419},
        url = {https://dl.acm.org/doi/10.1145/342009.335419},
        year = {2000}
}

Incoming Citations (Sorted by Pagerank)

Showing 38 of 88 citing papers.

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6,088 QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements 2009 SIGMOD 5.8739792e-05
6,224 Efficient Detection of Empty-Result Queries 2006 VLDB 5.828372e-05
6,234 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5.825343e-05
6,409 Optimizing Join Enumeration in Transformation-based Query Optimizers 2014 VLDB 5.7783355e-05
6,671 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.6977582e-05
6,723 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.6835603e-05
6,977 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.6135617e-05
7,055 Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control 2007 VLDB 5.5951749e-05
7,094 Plan Stitch: Harnessing the Best of Many Plans 2018 VLDB 5.5863735e-05
7,293 Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases 2014 VLDB 5.5484494e-05
7,331 Query Translation from XPath to SQL in the Presence of Recursive DTDs 2005 VLDB 5.5352176e-05
7,347 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5308106e-05
7,558 Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines 2023 SIGMOD 5.4788791e-05
7,621 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4664683e-05
7,741 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 5.4469162e-05
7,846 Sharing Work in Keyword Search over Databases 2011 SIGMOD 5.4254046e-05
8,067 Adaptive Optimizations of Recursive Queries in Teradata 2012 SIGMOD 5.3810658e-05
8,696 Self-Enhancing Video Data Management System for Compositional Events with Large Language Models 2025 SIGMOD 5.2717835e-05
8,724 View Selection over Knowledge Graphs in Triple Stores 2021 VLDB 5.2705676e-05
8,998 Pipemizer: An Optimizer for Analytics Data Pipelines 2022 VLDB 5.2273528e-05
9,010 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 5.2238876e-05
9,011 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 5.2238303e-05
9,171 Materialized View Selection & View-Based Query Planning for Regular Path Queries 2024 SIGMOD 5.2016713e-05
9,475 HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs 2025 VLDB 5.157794e-05
9,502 Optimizing Complex Queries with Multiple Relation Instances 2008 SIGMOD 5.1533173e-05
9,749 CHEX: Multiversion Replay with Ordered Checkpoints 2022 VLDB 5.1176111e-05
9,958 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 5.0910746e-05
10,172 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.0559291e-05
10,322 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 5.0255524e-05
10,368 Efficient Enumeration of Recursive Plans in Transformation-based Query Optimizers 2024 VLDB 5.0064651e-05
10,966 Benchmarking the Full Pipeline of Materialized-View-Based Query Rewriting 2026 VLDB 4.9605343e-05
11,519 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.9605343e-05
11,590 Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching 2024 SIGMOD 4.9605343e-05
11,785 Lightweight Materialization for Fast Dashboards Over Joins 2023 SIGMOD 4.9605343e-05
12,038 Shahin: Faster Algorithms for Generating Explanations for Multiple Predictions 2021 SIGMOD 4.9605343e-05
12,171 Towards Multi-way Join Aware Optimizer in SAP HANA 2020 VLDB 4.9605343e-05
12,496 Shared Execution of Recurring Workloads in MapReduce 2015 VLDB 4.9605343e-05
12,801 Ten Thousand SQLs: Parallel Keyword Queries Computing 2010 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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