xPAD: A Platform for Analytic Data Flows
Summary: xPAD enables design, optimization, and execution of analytic data flows across heterogeneous engines. Engine-agnostic; imports/exports flows, emits code for multiple engines, and optimizes for objectives beyond performance, enabling cross-engine flow transformations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alkis Simitsis (Hewlett Packard Enterprise)
- 2. Kevin Wilkinson (Hewlett Packard Enterprise)
- 3. Petar Jovanovic (Polytechnic University of Catalonia)
BibTeX Citation
@inproceedings{simitsis_sigmod13,
title = {{xPAD: A Platform for Analytic Data Flows}},
author = {Simitsis, Alkis and Wilkinson, Kevin and Jovanovic, Petar},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2465247},
url = {https://dl.acm.org/doi/10.1145/2463676.2465247},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,572 | Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications | 2023 | SIGMOD | 6.0802555e-05 |
| 9,815 | IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows | 2015 | SIGMOD | 5.1257999e-05 |
| 10,305 | Fast and Scalable Data Transfer Across Data Systems | 2025 | SIGMOD | 5.0400722e-05 |
| 11,397 | Enter the Warp: Fast and Adaptive Data Transfer with XDBC | 2025 | VLDB | 4.9793485e-05 |
| 13,914 | BabbleFlow - A Translator for Analytic Data Flow Programs | 2014 | SIGMOD | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 57 | On Random Sampling over Joins | 1999 | SIGMOD | 0.00040108301 |
| 3,339 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 7.4080114e-05 |
| 3,851 | Graph-Based Synopses for Relational Selectivity Estimation | 2006 | SIGMOD | 6.9785886e-05 |
| 6,075 | QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements | 2009 | SIGMOD | 5.8944111e-05 |
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