DBrev: Dreaming of a Database Revolution

Summary: DBrev: a hypothetical intelligent DBMS that makes uncertainty first-class, integrating probabilistic models and statistical inference to manage noisy, anonymized, sensor and IE/integration data. Identifies core features, architectural implications, and open research challenges. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 156
Venue: CIDR
Year: 2011
Pagerank: 5.093636e-05
Overall Rank: 12,358 | 15.22%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Gjergji Kasneci (Microsoft)
2. Jurgen Van Gael (Microsoft)
3. Thore Graepel (Microsoft)

BibTeX Citation

@inproceedings{kasneci_cidr11,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '11},
        title = {{DBrev: Dreaming of a Database Revolution}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Kasneci, Gjergji and Van Gael, Jurgen and Graepel, Thore},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

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
331	Trio: A System for Data, Uncertainty, and Lineage	2006	VLDB	0.00020936658
820	BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models	2008	VLDB	0.00013814535

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	12,218	Υ-DB: Managing scientific hypotheses as uncertain data	2014	VLDB
2	680	Creating Probabilistic Databases from Information Extraction Models	2006	VLDB
3	820	BayesStore: Managing Large, Uncertain Data Repositories with Probabilistic Graphical Models	2008	VLDB
4	3,614	Cloudy with High Chance of DBMS: A 10-year Prediction for Enterprise-Grade ML	2020	CIDR
5	9,193	Query-Guided Resolution in Uncertain Databases	2023	SIGMOD
6	1,638	U-DBMS: A Database System for Managing Constantly-Evolving Data	2005	VLDB
7	1,594	Sensitivity Analysis and Explanations for Robust Query Evaluation in Probabilistic Databases	2011	SIGMOD
8	574	Management of Probabilistic Data: Foundations and Challenges	2007	PODS
9	2,367	Using Probabilistic Models for Data Management in Acquisitional Environments	2005	CIDR
10	8,942	New Directions For Uncertainty Reasoning In Deductive Databases	1991	SIGMOD