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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
0.00012380835
Overall Rank
1,029 | 93.11%
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
670 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014929358
748 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00014258503
825 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013600553
1,043 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012325755
1,232 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011406847
1,845 Towards a One Size Fits All Database Architecture 2011 CIDR 9.507323e-05
2,237 Shared Workload Optimization 2014 VLDB 8.7777395e-05
2,437 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.4576748e-05
3,092 Continuous Sampling for Online Aggregation Over Multiple Queries 2010 SIGMOD 7.638249e-05
3,104 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6281929e-05
3,860 Deployment of Query Plans on Multicores 2015 VLDB 6.9512283e-05
4,141 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7690985e-05
4,295 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.6653098e-05
4,411 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.5996653e-05
4,422 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 6.5902096e-05
4,751 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.42279e-05
4,932 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3369302e-05
5,642 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0370517e-05
5,787 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.9768075e-05
5,794 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.9759435e-05
6,271 COD: Database / Operating System Co-Design 2013 CIDR 5.8114373e-05
6,607 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.7187564e-05
6,835 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.6527238e-05
7,347 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5308106e-05
7,741 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 5.4469162e-05
7,803 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.4329661e-05
8,035 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.3866645e-05
8,250 Operational Analytics Data Management Systems 2016 VLDB 5.3539237e-05
8,496 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.314235e-05
9,079 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 5.2106452e-05
9,497 How to Stop Under-Utilization and Love Multicores 2014 SIGMOD 5.1539576e-05
9,812 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.1123244e-05
11,490 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 4.9605343e-05
11,519 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.9605343e-05
11,777 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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