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 |
|---|---|---|---|---|
| 7,232 | Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications | 2023 | SIGMOD | 5.6659017e-05 |
| 9,639 | IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows | 2015 | SIGMOD | 5.2434488e-05 |
| 10,761 | Fast and Scalable Data Transfer Across Data Systems | 2025 | SIGMOD | 5.093636e-05 |
| 11,033 | Enter the Warp: Fast and Adaptive Data Transfer with XDBC | 2025 | VLDB | 5.093636e-05 |
| 13,601 | BabbleFlow - A Translator for Analytic Data Flow Programs | 2014 | SIGMOD | - |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 54 | On Random Sampling over Joins | 1999 | SIGMOD | 0.00040810225 |
| 3,275 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 7.5747814e-05 |
| 3,788 | Graph-Based Synopses for Relational Selectivity Estimation | 2006 | SIGMOD | 7.1244416e-05 |
| 5,979 | QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements | 2009 | SIGMOD | 6.0212043e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,395 | DataSpread: Unifying Databases and Spreadsheets | 2015 | VLDB |
| 2 | 5,979 | QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements | 2009 | SIGMOD |
| 3 | 12,088 | Synthesizing Data Programs | 2015 | CIDR |
| 4 | 12,118 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD |
| 5 | 12,533 | XPEDIA: XML Processing for Data Integration | 2009 | VLDB |
| 6 | 12,691 | PADS: An End-to-end System for Processing Ad Hoc Data | 2006 | SIGMOD |
| 7 | 2,784 | Towards Keyword-Driven Analytical Processing | 2007 | SIGMOD |
| 8 | 6,975 | LearnPADS: Automatic Tool Generation from Ad Hoc Data | 2008 | SIGMOD |
| 9 | 13,601 | BabbleFlow - A Translator for Analytic Data Flow Programs | 2014 | SIGMOD |
| 10 | 3,275 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD |