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Execution Strategies for SQL Subqueries

Summary: Examines SQL Server's subquery optimization: correlation removal and a suite of strategies (forward/reverse lookup, set-based). Experiments show different strategies suit different cases, novel approaches not published before, underscoring cost-based optimization. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf9d73854bc4c1781
Venue
SIGMOD
Year
2007
Pagerank
0.00010864448
Overall Rank
1,378 | 90.74%
DOI
10.1145/1247480.1247598

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{elhemali_sigmod07,
        title = {{Execution Strategies for SQL Subqueries}},
        author = {Elhemali, Mostafa and Galindo-Legaria, César A. and Grabs, Torsten and Joshi, Milind M.},
        series = {{SIGMOD} '07},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1247480.1247598},
        url = {https://dl.acm.org/doi/10.1145/1247480.1247598},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
682 Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques 2012 VLDB 0.0001481781
896 Froid: Optimization of Imperative Programs in a Relational Database 2018 VLDB 0.00013209291
2,108 Enhanced Subquery Optimizations in Oracle 2009 VLDB 9.0272361e-05
2,765 Instance-Optimized Data Layouts for Cloud Analytics Workloads 2021 SIGMOD 8.0439015e-05
2,787 EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views 2022 SIGMOD 8.0158999e-05
3,073 Pushing Data-Induced Predicates Through Joins in Big-Data Clusters 2020 VLDB 7.6777283e-05
3,651 Keep It Simple: Testing Databases via Differential Query Plans 2024 SIGMOD 7.1327136e-05
4,137 The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 6.7861661e-05
4,256 BlackMagic: Automatic Inlining of Scalar UDFs into SQL Queries with Froid 2019 VLDB 6.7007882e-05
4,464 On the Correct and Complete Enumeration of the Core Search Space 2013 SIGMOD 6.5877622e-05
5,684 iTurboGraph: Scaling and Automating Incremental Graph Analytics 2021 SIGMOD 6.0391416e-05
6,147 Sia: Optimizing Queries using Learned Predicates 2021 SIGMOD 5.8710365e-05
6,456 A Statistical Approach Towards Robust Progress Estimation 2012 VLDB 5.7782179e-05
7,638 Test Data Generation for Complex SQL Queries 2026 SIGMOD 5.4772833e-05
7,907 A Practical Approach to Groupjoin and Nested Aggregates 2021 VLDB 5.4287568e-05
8,580 Conditional Cuckoo Filters 2021 SIGMOD 5.3100462e-05
8,745 A-Tree: A Dynamic Data Structure for Efficiently Indexing Arbitrary Boolean Expressions 2021 SIGMOD 5.2879425e-05
9,148 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 5.2189946e-05
9,588 The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining 2025 VLDB 5.156809e-05
10,357 On the Vexing Difficulty of Evaluating IN Predicates 2026 CIDR 4.9793485e-05
11,131 Query Decorrelation in the Fabric Data Warehouse 2025 SIGMOD 4.9793485e-05
11,777 Anser: Adaptive Information Sharing Framework of AnalyticDB 2023 VLDB 4.9793485e-05
11,932 Accelerating Complex Analytics using Speculation 2021 CIDR 4.9793485e-05
11,984 Vertex-centric Parallel Computation of SQL Queries 2021 SIGMOD 4.9793485e-05
12,676 Keyword Search on Form Results 2011 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

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