New Trends in Data Forgetting for Sustainable Data Management
Summary: Tutorial on sustainable data reduction, spanning submodular summarization and emerging data-forgetting routines. Introduces “data rotting” to expose summarization’s limits and frames open challenges for retention under storage constraints. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Ramon Rico (Utrecht University)
- 2. Arno Siebes (Utrecht University)
- 3. Yannis Velegrakis (University of Trento; Utrecht University)
BibTeX Citation
@article{rico_vldb25,
title = {{New Trends in Data Forgetting for Sustainable Data Management}},
author = {Rico, Ramon and Siebes, Arno and Velegrakis, Yannis},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {12},
pages = {5472--5476},
doi = {10.14778/3750601.3750697},
url = {https://doi.org/10.14778/3750601.3750697},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 104 | HoloClean: Holistic Data Repairs with Probabilistic Inference | 2017 | VLDB | 0.00033690989 |
| 457 | Distributed Representations of Tuples for Entity Resolution | 2018 | VLDB | 0.00017907103 |
| 3,552 | Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources | 2015 | VLDB | 7.2097862e-05 |
| 4,253 | Sample Debiasing in the Themis Open World Database System | 2020 | SIGMOD | 6.7015395e-05 |
| 5,927 | A Database System with Amnesia | 2017 | CIDR | 5.9441754e-05 |
| 6,569 | Big Data Space Fungus | 2015 | CIDR | 5.7465184e-05 |
| 7,621 | PHOcus: Efficiently Archiving Photos | 2022 | VLDB | 5.4823129e-05 |
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