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A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses

Summary: A single always-on, non-blocking join plan shares I/O, computation, and tuple storage across concurrent queries, with runtime control adapting to the query mix. Delivers scalable, predictable throughput and up to 10× speedups over commercial engines. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h6b15fad36779b917
Venue
VLDB
Year
2009
Pagerank
0.00012394538
Overall Rank
1,034 | 93.05%
DOI
10.14778/1687627.1687659

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{candea_vldb09,
        title = {{A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses}},
        author = {Candea, George and Polyzotis, Neoklis and Vingralek, Radek},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687659},
        url = {https://doi.org/10.14778/1687627.1687659},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 35 of 35 citing papers.

Rank Citing Paper Year Venue Pagerank
667 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014978213
771 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00014085862
823 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013648332
1,040 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012364063
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
1,848 Towards a One Size Fits All Database Architecture 2011 CIDR 9.5082163e-05
2,225 Shared Workload Optimization 2014 VLDB 8.8081001e-05
2,422 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4891004e-05
3,087 Continuous Sampling for Online Aggregation Over Multiple Queries 2010 SIGMOD 7.6624333e-05
3,101 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.649219e-05
4,011 Deployment of Query Plans on Multicores 2015 VLDB 6.8573269e-05
4,121 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7946812e-05
4,278 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.6905317e-05
4,392 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.6213651e-05
4,400 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 6.6151947e-05
4,730 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.4468007e-05
4,912 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3578361e-05
5,639 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0558642e-05
5,771 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9992698e-05
5,788 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.9947442e-05
6,257 COD: Database / Operating System Co-Design 2013 CIDR 5.8334552e-05
6,599 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.7404438e-05
6,814 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.6735614e-05
7,341 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5481233e-05
7,722 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 5.467573e-05
8,014 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.4070928e-05
8,228 Operational Analytics Data Management Systems 2016 VLDB 5.3736562e-05
8,474 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.3343907e-05
9,052 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 5.230408e-05
9,456 How to Stop Under-Utilization and Love Multicores 2014 SIGMOD 5.1735054e-05
9,775 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.1317143e-05
10,312 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.0386264e-05
11,431 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 4.9793485e-05
11,461 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.9793485e-05
11,727 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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