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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
4333
Venue
SIGMOD
Year
2010
Pagerank
0.0001258839
Overall Rank
1,024 | 92.98%
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
670 SharedDB: Killing One Thousand Queries With One Stone 2012 VLDB 0.00015157572
1,203 NUMA-aware algorithms: the case of data shuffling 2013 CIDR 0.00011671169
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
2,276 Shared Workload Optimization 2014 VLDB 8.8196376e-05
2,413 A Sampling Algebra for Aggregate Estimation 2013 VLDB 8.6116764e-05
2,435 Parallel In-Situ Data Processing with Speculative Loading 2014 SIGMOD 8.5811022e-05
2,713 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2122726e-05
2,848 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 8.0538815e-05
2,990 Knowledge Expansion over Probabilistic Knowledge Bases 2014 SIGMOD 7.8883704e-05
3,205 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6386536e-05
3,598 Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? 2017 SIGMOD 7.2718988e-05
4,085 Deployment of Query Plans on Multicores 2015 VLDB 6.9149518e-05
4,137 Optimizing I/O for Big Array Analytics 2012 VLDB 6.8783832e-05
4,190 QuickFOIL: Scalable Inductive Logic Programming 2015 VLDB 6.8431849e-05
4,240 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.809685e-05
4,330 Sharing Data and Work Across Concurrent Analytical Queries 2013 VLDB 6.7563122e-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
4,897 GLADE: Big Data Analytics Made Easy 2012 SIGMOD 6.4546134e-05
5,701 Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries 2023 SIGMOD 6.1167049e-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
6,663 Cheap Data Analytics using Cold Storage Devices 2016 VLDB 5.8091195e-05
7,213 Scalable Multi-Query Execution using Reinforcement Learning 2021 SIGMOD 5.670422e-05
7,634 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 5.5770904e-05
7,856 AJoin: Ad-hoc Stream Joins at Scale 2020 VLDB 5.5306709e-05
8,432 UDA-GIST: An In-database Framework to Unify Data-Parallel and State-Parallel Analytics 2015 VLDB 5.4259582e-05
9,124 Ontological Pathfinding: Mining First-Order Knowledge from Large Knowledge Bases 2016 SIGMOD 5.319248e-05
9,598 Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market 2014 SIGMOD 5.2494989e-05
9,723 Reactive and Proactive Sharing Across Concurrent Analytical Queries 2014 SIGMOD 5.2317252e-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
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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