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The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses

Summary: Proposes DataPath, a data-centric, push-based analytic engine for large data warehouses, challenging the traditional compute-centric pull model. Data are proactively pushed to processors, enabling cross-query data sharing and amortized bandwidth, yielding lean, fast performance on multi-terabyte workloads in a prototype. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6dfc44aa020ee1b5
Venue
SIGMOD
Year
2010
Pagerank
0.00012358804
Overall Rank
1,040 | 93.02%
DOI
10.1145/1807167.1807224

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{arumugam_sigmod10,
        title = {{The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses}},
        author = {Arumugam, Subi and Dobra, Alin and Jermaine, Christopher M. and Pansare, Niketan and Perez, Luis},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807224},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807224},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
669 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014975391
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011536099
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
2,225 Shared Workload Optimization 2014 VLDB 8.8062552e-05
2,331 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.6253336e-05
2,455 A Sampling Algebra for Aggregate Estimation 2013 VLDB 8.4377251e-05
2,601 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2325291e-05
2,816 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.9740083e-05
3,040 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.7229256e-05
3,103 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6456038e-05
3,597 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1759026e-05
4,012 Deployment of Query Plans on Multicores 2015 VLDB 6.8540959e-05
4,214 Optimizing I/O for Big Array Analytics 2012 VLDB 6.7268411e-05
4,279 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.6873645e-05
4,334 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.6537801e-05
4,393 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.618354e-05
4,732 MQJoin: Efficient Shared Execution of Main-Memory Joins 2016 VLDB 6.4439712e-05
4,913 A Top-Down Approach to Achieving Performance Predictability in Database Systems 2017 SIGMOD 6.3548977e-05
5,002 GLADE: Big Data Analytics Made Easy 2012 SIGMOD 6.3183539e-05
5,776 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 5.9957692e-05
6,260 COD: Database / Operating System Co-Design 2013 CIDR 5.8306971e-05
6,601 AStream: Ad-hoc Shared Stream Processing 2019 SIGMOD 5.737728e-05
6,776 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.6834455e-05
7,344 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5455974e-05
7,780 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.4528185e-05
8,019 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.4045347e-05
8,609 UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics 2015 VLDB 5.3025486e-05
9,287 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 5.2015703e-05
9,780 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.129285e-05
9,899 Reactive and Proactive Sharing Across Concurrent Analytical Queries 2014 SIGMOD 5.1119183e-05
11,437 Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining 2025 VLDB 4.9769913e-05
11,467 Oligolithic Cross-task Optimizations across Isolated Workloads* 2024 CIDR 4.9769913e-05
11,733 SH2O: Efficient Data Access for Work-Sharing Databases 2023 SIGMOD 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

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