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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
10098
Venue
VLDB
Year
2009
Pagerank
0.00012602841
Overall Rank
1,022 | 92.99%
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 0.00015157572
803 MRShare: Sharing Across Multiple Queries in MapReduce 2010 VLDB 0.00013899943
823 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00013792901
1,024 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.0001258839
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
1,854 Towards a One Size Fits All Database Architecture 2011 CIDR 9.6069414e-05
2,276 Shared Workload Optimization 2014 VLDB 8.8196376e-05
2,389 Parallel Data Analysis Directly on Scientific File Formats 2014 SIGMOD 8.6439053e-05
3,042 Continuous Sampling for Online Aggregation Over Multiple Queries 2010 SIGMOD 7.8231049e-05
3,205 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6386536e-05
4,085 Deployment of Query Plans on Multicores 2015 VLDB 6.9149518e-05
4,190 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.8431849e-05
4,262 On Performance Stability in LSM-based Storage Systems 2020 VLDB 6.7965035e-05
4,330 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.7563122e-05
4,534 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 6.6420049e-05
4,639 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.5918791e-05
4,816 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.4949878e-05
5,701 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 6.1167049e-05
5,947 Revisiting Reuse in Main Memory Database Systems 2017 SIGMOD 6.0323707e-05
6,263 Database Technology for the Masses: Sub-Operators as First-Class Entities 2021 VLDB 5.936052e-05
6,482 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.8668582e-05
6,656 COD: Database / Operating System Co-Design 2013 CIDR 5.8125079e-05
6,684 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 5.8036476e-05
7,213 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.670422e-05
7,579 Resource-efficient Shared Query Execution via Exploiting Time Slackness 2021 SIGMOD 5.592546e-05
7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.5306709e-05
8,072 Operational Analytics Data Management Systems 2016 VLDB 5.4933919e-05
8,306 ParTime: Parallel Temporal Aggregation 2016 SIGMOD 5.4568273e-05
8,893 Optimizing Disjunctive Queries with Tagged Execution 2024 SIGMOD 5.3504579e-05
9,288 How to Stop Under-Utilization and Love Multicores 2014 SIGMOD 5.2912652e-05
9,598 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.2494989e-05
11,074 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 5.093636e-05
11,113 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 5.093636e-05
11,413 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 5.093636e-05
11,913 RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt 2018 SIGMOD 5.093636e-05
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Showing 17 of 17 cited papers.

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