QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements
Summary: QoX-Driven ETL Design introduces automated, QoX-aware workflows to design ETL pipelines, addressing cost, time, and quality tradeoffs. By embedding QoX metrics (reliability, maintenance, scalability) across design stages, it enables formal evaluation and optimization of alternatives, reducing consulting cost. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alkis Simitsis
- 2. Kevin Wilkinson
- 3. Malu Castellanos
- 4. Umeshwar Dayal
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,562 | MISO: Souping Up Big Data Query Processing with a Multistore System | 2014 | SIGMOD | 6.9694564e-05 |
| 3,710 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 6.8238962e-05 |
| 5,050 | xPAD: A Platform for Analytic Data Flows | 2013 | SIGMOD | 5.7340229e-05 |
| 5,848 | MaSM: Efficient Online Updates in Data Warehouses | 2011 | SIGMOD | 5.3021155e-05 |
| 8,092 | Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications | 2023 | SIGMOD | 4.587921e-05 |
| 12,283 | Optimal Top-K Query Evaluation for Weighted Business Processes | 2010 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 179 | Efficient and Extensible Algorithms for Multi Query Optimization | 2000 | SIGMOD | 0.00037672155 |
| 977 | Pipelining in Multi-Query Optimization | 2001 | PODS | 0.0001488881 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,568 | QOVIS: Understanding and Diagnosing Query Optimizer via a Visualization-assisted Approach | 2025 | VLDB | 4.1945683e-05 |
| 5,660 | Descriptive and Prescriptive Data Cleaning | 2014 | SIGMOD | 5.3847321e-05 |
| 11,650 | Query-Driven Learning for Next Generation Predictive Modeling & Analytics | 2019 | SIGMOD | 4.1945683e-05 |
| 11,895 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 4.1945683e-05 |
| 5,050 | xPAD: A Platform for Analytic Data Flows | 2013 | SIGMOD | 5.7340229e-05 |
| 1,482 | Automating Large-Scale Data Quality Verification | 2018 | VLDB | 0.00011725533 |
| 7,384 | The VADA Architecture for Cost-Effective Data Wrangling | 2017 | SIGMOD | 4.7445719e-05 |
| 507 | Data Quality and Data Cleaning: An Overview | 2003 | SIGMOD | 0.00021473263 |
| 3,710 | Optimizing Analytic Data Flows for Multiple Execution Engines | 2012 | SIGMOD | 6.8238962e-05 |
| 5,779 | Lenses: An On-Demand Approach to ETL | 2015 | VLDB | 5.3307398e-05 |