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Orca: A Modular Query Optimizer Architecture for Big Data

Summary: Orca proposes a modular, portable query-optimizer architecture for big data, reusable across Greenplum and HAWQ. It merges state-of-the-art optimization with original research, delivering a portable framework and measurable performance advantages over competing systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf1d3df89a2a0a18a
Venue
SIGMOD
Year
2014
Pagerank
0.00011198917
Overall Rank
1,281 | 91.42%
DOI
10.1145/2558855.2559637

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{soliman_sigmod14,
        title = {{Orca: A Modular Query Optimizer Architecture for Big Data}},
        author = {Soliman, Mohamed A. and Antova, Lyublena and Raghavan, Venkatesh and El-Helw, Amr and Gu, Zhongxian and Shen, Entong and Caragea, George C. and Garcia-Alvarado, Carlos and Rahman, Foyzur and Petropoulos, Michalis and Waas, Florian and Narayanan, Sivaramakrishnan and Krikellas, Konstantinos and Baldwin, Rhonda},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2558855.2559637},
        url = {https://dl.acm.org/doi/10.1145/2558855.2559637},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
382 Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources 2018 SIGMOD 0.0001946654
1,064 Are We Ready For Learned Cardinality Estimation? 2021 VLDB 0.00012181459
1,783 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.6536753e-05
2,622 The MemSQL Query Optimizer: A modern optimizer for real-time analytics in a distributed database 2016 VLDB 8.1976067e-05
3,144 Solving the Join Ordering Problem via Mixed Integer Linear Programming 2017 SIGMOD 7.5846375e-05
3,344 The Composable Data Management System Manifesto 2023 VLDB 7.3834228e-05
3,457 Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing 2019 SIGMOD 7.2667942e-05
4,134 Resource Elasticity for Large-Scale Machine Learning 2015 SIGMOD 6.7721426e-05
4,415 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.5965677e-05
4,683 AutoSteer: Learned Query Optimization for Any SQL Database 2023 VLDB 6.4545989e-05
5,833 VectorH: Taking SQL-on-Hadoop to the Next Level 2016 SIGMOD 5.9622515e-05
5,896 Unified Query Optimization in the Fabric Data Warehouse 2024 SIGMOD 5.9383626e-05
6,290 Shared Foundations: Modernizing Meta's Data Lakehouse 2023 CIDR 5.8051881e-05
6,590 Towards Query Optimizer as a Service (QOaaS) in a Unified LakeHouse Ecosystem: Can One QO Rule Them All? 2025 CIDR 5.7233093e-05
6,679 UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads 2022 VLDB 5.6956362e-05
6,724 Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing 2021 VLDB 5.6834238e-05
6,812 dbET: Execution Time Distribution-based Plan Selection 2023 SIGMOD 5.6597129e-05
6,840 ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation 2024 SIGMOD 5.6513231e-05
7,220 Optimizing Queries over Partitioned Tables in MPP Systems 2014 SIGMOD 5.566175e-05
7,437 FoundationDB Record Layer: A Multi-Tenant Structured Datastore 2019 SIGMOD 5.5129091e-05
8,678 Optimization of Common Table Expressions in MPP Database Systems 2015 VLDB 5.2744774e-05
9,141 Presto’s History-based Query Optimizer 2024 VLDB 5.2078543e-05
9,656 Parallelizing Query Optimization on Shared-Nothing Architectures 2016 VLDB 5.1303051e-05
9,777 TreeToaster: Towards an IVM-Optimized Compiler 2021 SIGMOD 5.115551e-05
10,262 Active Data Lakes: Regaining Physical Data Independence Without Losing Interoperability 2026 VLDB 5.0380426e-05
10,590 Towards Selecting Informative Alternative Relational Query Plans for Database Education 2026 SIGMOD 4.9605343e-05
10,781 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.9605343e-05
10,947 Window Function Optimization: Co-Evaluation and Other Techniques 2026 VLDB 4.9605343e-05
10,980 TEngineDB-V: An OLAP-Native Vector Search System for Large-k Workloads at Tencent 2026 VLDB 4.9605343e-05
10,992 Virtualizing Recursion: Just-In-Time Graph Analytics in a Hyperscale Relational Warehouse 2026 VLDB 4.9605343e-05
11,002 IMLane: Composable Framework for Efficient AI Function Execution in Database Engine 2026 VLDB 4.9605343e-05
11,088 TurboLynx in Action: A Schemaless Graph Engine for General-Purpose Analytics 2026 VLDB 4.9605343e-05
11,434 GRewriter: Practical Query Rewriting with Automatic Rule Set Expansion in GaussDB 2025 VLDB 4.9605343e-05
11,815 Asymptotically Better Query Optimization Using Indexed Algebra 2023 VLDB 4.9605343e-05
12,250 How Can Reasoners Simplify Database Querying (And Why Haven’t They Done It Yet)? 2018 PODS 4.9605343e-05
12,390 Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical Analytics 2016 SIGMOD 4.9605343e-05
12,543 Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data 2014 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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