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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)

Paper ID
14372
Venue
VLDB
Year
2025
Pagerank
5.093636e-05
Overall Rank
11,063 | 24.10%
DOI
10.14778/3750601.3750697

Incoming Non-self Citations Over Time

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Authors

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}
}

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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
112 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00032801121
489 Distributed Representations of Tuples for Entity Resolution 2018 VLDB 0.0001761456
3,495 Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources 2015 VLDB 7.3636386e-05
4,205 Sample Debiasing in the Themis Open World Database System 2020 SIGMOD 6.8337021e-05
5,820 A Database System with Amnesia 2017 CIDR 6.0761631e-05
6,449 Big Data Space Fungus 2015 CIDR 5.8757106e-05
7,478 PHOcus: Efficiently Archiving Photos 2022 VLDB 5.6081446e-05
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