Overview of Turn Data Management Platform for Digital Advertising
Summary: Overview of Turn DMP: ingestion/integration, warehousing/analytics, and real-time activation. Discusses key research challenges and design choices, underscoring data management's central role in shaping the ad tech ecosystem. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hazem Elmeleegy
- 2. Yinan Li
- 3. Yan Qi
- 4. Peter Wilmot
- 5. Mingxi Wu
- 6. Santanu Kolay
- 7. Ali Dasdan
- 8. Songting Chen
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,207 | Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data | 2016 | VLDB | 4.800763e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 21 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086087497 |
| 48 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069720859 |
| 80 | Weaving Relations for Cache Performance | 2001 | VLDB | 0.00055721729 |
| 109 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00048186983 |
| 286 | Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design | 2004 | SIGMOD | 0.00028990057 |
| 1,862 | Information Sharing Across Private Databases | 2003 | SIGMOD | 0.00010286859 |
| 1,863 | Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce | 2010 | VLDB | 0.00010286531 |
| 3,208 | Column-Oriented Storage Techniques for MapReduce | 2011 | VLDB | 7.3781897e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,516 | One Platform for Mining Structured and Unstructured Data: Dream or Reality? | 2006 | VLDB | 4.1945683e-05 |
| 2,443 | Data Management for Data Science: Towards Embedded Analytics | 2020 | CIDR | 8.8078476e-05 |
| 7,117 | Crowdsourced Data Management: Overview and Challenges | 2017 | SIGMOD | 4.826509e-05 |
| 7,866 | Operational Analytics Data Management Systems | 2016 | VLDB | 4.6321795e-05 |
| 5,450 | Crowdsourcing Applications and Platforms: A Data Management Perspective | 2011 | VLDB | 5.5003491e-05 |
| 13,820 | Data Management: Lasting Impact of the Wild, Wild, Web | 2001 | SIGMOD | - |
| 4,003 | Data Platform for Machine Learning | 2019 | SIGMOD | 6.54347e-05 |
| 1,532 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011472681 |
| 9,835 | Is Data Management the Beating Heart of AI Systems? | 2022 | SIGMOD | 4.2747054e-05 |
| 13,526 | Data Management and Mining in Internet Ad Systems | 2010 | VLDB | - |