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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
0.00012364063
Overall Rank
1,040 | 93.01%
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
667 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00014978213
1,206 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011541214
1,241 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378254
2,225 Shared Workload Optimization 2014 VLDB 8.8081001e-05
2,328 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.62934e-05
2,456 A Sampling Algebra for Aggregate Estimation 2013 VLDB 8.4377192e-05
2,600 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2363864e-05
2,815 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.9777435e-05
3,039 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.7262528e-05
3,101 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.649219e-05
3,599 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.1773938e-05
4,011 Deployment of Query Plans on Multicores 2015 VLDB 6.8573269e-05
4,212 Optimizing I/O for Big Array Analytics 2012 VLDB 6.7298655e-05
4,278 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.6905317e-05
4,334 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.6569314e-05
4,392 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.6213651e-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
5,001 GLADE: Big Data Analytics Made Easy 2012 SIGMOD 6.3197648e-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
6,772 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.6861277e-05
7,341 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.5481233e-05
7,771 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.4553987e-05
8,014 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.4070928e-05
8,602 UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics 2015 VLDB 5.3050579e-05
9,278 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 5.203976e-05
9,775 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.1317143e-05
9,892 Reactive and Proactive Sharing Across Concurrent Analytical Queries 2014 SIGMOD 5.1143393e-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)

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