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Accio: Bolt-on Query Federation

Summary: Accio decouples query federation from execution engines as a bolt-on middleware library. Its declarative interface enables join pushdown and query partitioning, delivering orders-of-magnitude gains across five engines without invasive modifications or maintenance. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h8a401b0803c5b205
Venue
VLDB
Year
2025
Pagerank
4.9769913e-05
Overall Rank
11,266 | 24.28%
DOI
10.14778/3734839.3734849
PDF
Download (CC BY-NC-ND 4.0)

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Authors

BibTeX Citation

@article{wang_vldb25,
        title = {{Accio: Bolt-on Query Federation}},
        author = {Wang, Xiaoying and Wang, Jiannan and Wang, Tianzheng and Zhang, Yong},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {7},
        pages = {2126--2135},
        doi = {10.14778/3734839.3734849},
        url = {https://doi.org/10.14778/3734839.3734849},
        year = {2025}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061067652
23 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00055384955
73 Including Group-By in Query Optimization 1994 VLDB 0.0003750677
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031099083
186 Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases 1991 VLDB 0.00025938943
379 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00019507406
468 Don’t Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources 1997 VLDB 0.00017752831
1,370 Towards Scalable Dataframe Systems 2020 VLDB 0.00010895207
1,752 Split Query Processing in Polybase 2013 SIGMOD 9.7246277e-05
3,402 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3269775e-05
3,687 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 7.0954736e-05
3,800 Query Simplification: Graceful Degradation for Join-Order Optimization 2009 SIGMOD 7.0130412e-05
5,094 Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue 2019 SIGMOD 6.2767625e-05
6,117 ConnectorX: Accelerating Data Loading From Databases to Dataframes 2022 VLDB 5.8787466e-05
6,840 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.6657341e-05
7,516 Epoxy: ACID Transactions Across Diverse Data Stores 2023 VLDB 5.5028641e-05
8,589 ScalarDB: Universal Transaction Manager for Polystores 2023 VLDB 5.3070444e-05
9,928 Polyglot Data Management: State of the Art & Open Challenges 2022 VLDB 5.1079647e-05
9,929 Unified Data Analytics: State-of-the-art and Open Problems 2022 VLDB 5.1079647e-05
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