New Trends in Data Forgetting for Sustainable Data Management
Summary: Surveys data reduction advances—esp. submodular summarization—and argues their limits via the “data rotting” concept. Advocates explicit data-forgetting routines as a new stack, surveying existing methods and open algorithmic and systems challenges. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Ramon Rico
- 2. Arno Siebes
- 3. Yannis Velegrakis
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 192 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00035692958 |
| 740 | Distributed Representations of Tuples for Entity Resolution | 2018 | VLDB | 0.00017358024 |
| 3,502 | Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources | 2015 | VLDB | 7.0333e-05 |
| 4,372 | Sample Debiasing in the Themis Open World Database System | 2020 | SIGMOD | 6.2367043e-05 |
| 6,178 | A Database System with Amnesia | 2017 | CIDR | 5.1646168e-05 |
| 6,648 | Big Data Space Fungus | 2015 | CIDR | 4.9725208e-05 |
| 7,451 | PHOcus: Efficiently Archiving Photos | 2022 | VLDB | 4.7218383e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,507 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011594294 |
| 9,834 | Is Data Management the Beating Heart of AI Systems? | 2022 | SIGMOD | 4.2706095e-05 |
| 7,016 | LLM for Data Management | 2024 | VLDB | 4.8561622e-05 |
| 10,899 | Towards an Objective Metric for Data Value Through Relevance | 2024 | CIDR | 4.1905499e-05 |
| 11,909 | Compact Summaries over Large Datasets | 2015 | PODS | 4.1905499e-05 |
| 5,444 | "Amnesia" - A Selection of Machine Learning Models That Can Forget User Data Very Fast | 2020 | CIDR | 5.4998709e-05 |
| 1,534 | Data Management in Machine Learning: Challenges, Techniques, and Systems | 2017 | SIGMOD | 0.00011462072 |
| 8,902 | On the Feasibility of Forgetting in Data Streams | 2024 | PODS | 4.4229886e-05 |
| 6,178 | A Database System with Amnesia | 2017 | CIDR | 5.1646168e-05 |
| 10,116 | Stochastic Submodular Data Forgetting | 2026 | SIGMOD | 4.1905499e-05 |