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
- 2. Kevin Wilkinson
- 3. Petar Jovanovic
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,092 | Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications | 2023 | SIGMOD | 4.587921e-05 |
| 9,503 | IReS: Intelligent, Multi-Engine Resource Scheduler for Big Data Analytics Workflows | 2015 | SIGMOD | 4.3341665e-05 |
| 10,482 | Fast and Scalable Data Transfer Across Data Systems | 2025 | SIGMOD | 4.1945683e-05 |
| 10,806 | Enter the Warp: Fast and Adaptive Data Transfer with XDBC | 2025 | VLDB | 4.1945683e-05 |
| 13,400 | 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 |
|---|---|---|---|---|
| 18 | On Random Sampling over Joins | 1999 | SIGMOD | 0.00092385438 |
| 3,593 | Graph-Based Synopses for Relational Selectivity Estimation | 2006 | SIGMOD | 6.9385476e-05 |
| 3,710 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 6.8238962e-05 |
| 6,102 | QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements | 2009 | SIGMOD | 5.2087887e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,508 | DataSpread: Unifying Databases and Spreadsheets | 2015 | VLDB | 5.0335028e-05 |
| 6,102 | QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements | 2009 | SIGMOD | 5.2087887e-05 |
| 11,888 | Synthesizing Data Programs | 2015 | CIDR | 4.1945683e-05 |
| 11,919 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD | 4.1945683e-05 |
| 12,339 | XPEDIA: XML Processing for Data Integration | 2009 | VLDB | 4.1945683e-05 |
| 12,498 | PADS: An End-to-end System for Processing Ad Hoc Data | 2006 | SIGMOD | 4.1945683e-05 |
| 2,794 | Towards Keyword-Driven Analytical Processing | 2007 | SIGMOD | 8.1140341e-05 |
| 6,020 | LearnPADS: Automatic Tool Generation from Ad Hoc Data | 2008 | SIGMOD | 5.2415551e-05 |
| 13,400 | BabbleFlow - A Translator for Analytic Data Flow Programs | 2014 | SIGMOD | - |
| 3,710 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 6.8238962e-05 |