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Accio: Bolt-on Query Federation

Summary: Accio is a bolt‑on middleware that decouples query federation from engines through a declarative interface enabling join pushdown and query partitioning. Portable to diverse query engines with no intrusive changes, it yields orders‑of‑magnitude speedups. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13864
Venue
VLDB
Year
2025
Pagerank
4.1945683e-05
Overall Rank
10,591 | 26.33%
DOI
10.14778/3734839.3734849

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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
51 Including Group-By in Query Optimization 1994 VLDB 0.00067123727
66 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00061639801
71 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059038975
157 HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads 2009 VLDB 0.00040397359
165 Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases 1991 VLDB 0.00039502525
346 Don't Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources 1997 VLDB 0.00026656272
544 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.00020521965
1,427 Towards Scalable Dataframe Systems 2020 VLDB 0.0001204248
1,977 Split Query Processing in Polybase 2013 SIGMOD 9.8824589e-05
3,265 RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - 2018 VLDB 7.3083672e-05
3,982 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 6.5651188e-05
4,738 Query Simplification: Graceful Degradation for Join-Order Optimization 2009 SIGMOD 5.9600502e-05
5,402 Towards Scalable Hybrid Stores: Constraint-Based Rewriting to the Rescue 2019 SIGMOD 5.5278023e-05
6,541 ConnectorX: Accelerating Data Loading From Databases to Dataframes 2022 VLDB 5.0216945e-05
7,077 Skeena: Efficient and Consistent Cross-Engine Transactions 2022 SIGMOD 4.8425226e-05
8,039 Epoxy: ACID Transactions Across Diverse Data Stores 2023 VLDB 4.6000795e-05
8,489 ScalarDB: Universal Transaction Manager for Polystores 2023 VLDB 4.4998278e-05
9,607 Polyglot Data Management: State of the Art & Open Challenges 2022 VLDB 4.3177432e-05
9,608 Unified Data Analytics: State-of-the-art and Open Problems 2022 VLDB 4.3177432e-05
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