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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
3251
Venue
SIGMOD
Year
2000
Pagerank
0.0003072825
Overall Rank
128 | 99.13%
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 37 of 87 citing papers.

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6,084 Efficient Detection of Empty-Result Queries 2006 VLDB 5.9830699e-05
6,210 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 5.9425753e-05
6,309 Materialization and Reuse Optimizations for Production Data Science Pipelines 2022 SIGMOD 5.9189554e-05
6,340 Optimizing Join Enumeration in Transformation-based Query Optimizers 2014 VLDB 5.9071133e-05
6,528 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 5.8502273e-05
6,584 E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing 2011 SIGMOD 5.8354359e-05
6,848 Jigsaw: A Data Storage and Query Processing Engine for Irregular Table Partitioning 2021 SIGMOD 5.7550624e-05
6,891 Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control 2007 VLDB 5.7447663e-05
7,118 Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases 2014 VLDB 5.6973262e-05
7,172 Query Translation from XPath to SQL in the Presence of Recursive DTDs 2005 VLDB 5.6837389e-05
7,213 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.670422e-05
7,395 Automating and Optimizing Data-Centric What-If Analyses on Native Machine Learning Pipelines 2023 SIGMOD 5.6257796e-05
7,579 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 5.592546e-05
7,655 Plan Stitch: Harnessing the Best of Many Plans 2018 VLDB 5.5741093e-05
7,670 Sharing Work in Keyword Search over Databases 2011 SIGMOD 5.5709469e-05
7,891 Adaptive Optimizations of Recursive Queries in Teradata 2012 SIGMOD 5.5211516e-05
8,323 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 5.4539294e-05
8,527 View Selection over Knowledge Graphs in Triple Stores 2021 VLDB 5.4119882e-05
8,830 Graphsurge: Graph Analytics on View Collections Using Differential Computation 2021 SIGMOD 5.3611079e-05
8,864 Pipemizer: An Optimizer for Analytics Data Pipelines 2022 VLDB 5.355022e-05
8,975 Materialized View Selection & View-Based Query Planning for Regular Path Queries 2024 SIGMOD 5.3412433e-05
9,299 Optimizing Complex Queries with Multiple Relation Instances 2008 SIGMOD 5.2895587e-05
9,464 Self-Enhancing Video Data Management System for Compositional Events with Large Language Models 2025 SIGMOD 5.2634238e-05
9,528 CHEX: Multiversion Replay with Ordered Checkpoints 2022 VLDB 5.2549275e-05
9,738 GeaFlow: A Graph Extended and Accelerated Dataflow System 2023 SIGMOD 5.227679e-05
9,947 Optimizing Time Series Queries with Versions 2024 SIGMOD 5.1915905e-05
9,997 HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs 2025 VLDB 5.1814573e-05
10,078 Request Window: an Approach to Improve Throughput of RDBMS-based Data Integration System by Utilizing Data Sharing Across Concurrent Distributed Queries 2007 VLDB 5.1603976e-05
10,969 Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries 2025 VLDB 5.093636e-05
11,113 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 5.093636e-05
11,192 Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching 2024 SIGMOD 5.093636e-05
11,261 Efficient Enumeration of Recursive Plans in Transformation-based Query Optimizers 2024 VLDB 5.093636e-05
11,421 Lightweight Materialization for Fast Dashboards Over Joins 2023 SIGMOD 5.093636e-05
11,681 Shahin: Faster Algorithms for Generating Explanations for Multiple Predictions 2021 SIGMOD 5.093636e-05
11,819 Towards Multi-way Join Aware Optimizer in SAP HANA 2020 VLDB 5.093636e-05
12,156 Shared Execution of Recurring Workloads in MapReduce 2015 VLDB 5.093636e-05
12,461 Ten Thousand SQLs: Parallel Keyword Queries Computing 2010 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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