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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
14052
Venue
VLDB
Year
2025
Pagerank
5.093636e-05
Overall Rank
10,852 | 25.55%
DOI
10.14778/3734839.3734849

Incoming Non-self Citations Over Time

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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}
}

Incoming Citations (Sorted by Pagerank)

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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
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
71 Including Group-By in Query Optimization 1994 VLDB 0.00038021159
120 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00031680027
182 Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases 1991 VLDB 0.00026367971
445 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00018336751
457 Don’t Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources 1997 VLDB 0.00018120468
1,431 Towards Scalable Dataframe Systems 2020 VLDB 0.00010807221
1,739 Split Query Processing in Polybase 2013 SIGMOD 9.8814935e-05
3,351 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.4937347e-05
3,618 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 7.2523695e-05
3,813 Query Simplification: Graceful Degradation for Join-Order Optimization 2009 SIGMOD 7.1051056e-05
4,968 Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue 2019 SIGMOD 6.4206525e-05
6,628 ConnectorX: Accelerating Data Loading From Databases to Dataframes 2022 VLDB 5.8197537e-05
6,724 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 5.7924267e-05
7,767 Epoxy: ACID Transactions Across Diverse Data Stores 2023 VLDB 5.5485804e-05
8,406 ScalarDB: Universal Transaction Manager for Polystores 2023 VLDB 5.4314245e-05
9,741 Polyglot Data Management: State of the Art & Open Challenges 2022 VLDB 5.227679e-05
9,742 Unified Data Analytics: State-of-the-art and Open Problems 2022 VLDB 5.227679e-05
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