MonetDB/DataCell: Online Analytics in a Streaming Column-Store

Summary: DataCell extends MonetDB’s column store with online stream analytics, unifying streaming and persistent data via relational execution and optimization. It supports windows, multi-query processing, and columnar intermediate-state reuse for efficient incremental evaluation. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 10621
Venue: VLDB
Year: 2012
Pagerank: 5.8705536e-05
Overall Rank: 6,470 | 55.62%
DOI: 10.14778/2367502.2367535

Incoming Non-self Citations Over Time

Authors

1. Erietta Liarou (Centrum Wiskunde & Informatica)
2. Stratos Idreos (Centrum Wiskunde & Informatica)
3. Stefan Manegold (Centrum Wiskunde & Informatica)
4. Martin Kersten (Centrum Wiskunde & Informatica)

BibTeX Citation

@article{liarou_vldb12,
        title = {{MonetDB/DataCell: Online Analytics in a Streaming Column-Store}},
        author = {Liarou, Erietta and Idreos, Stratos and Manegold, Stefan and Kersten, Martin},
        journal = {PVLDB},
        series = {{VLDB} '12},
        volume = {5},
        number = {12},
        pages = {1910--1921},
        doi = {10.14778/2367502.2367535},
        url = {https://doi.org/10.14778/2367502.2367535},
        year = {2012}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,868	SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics	2017	CIDR	8.0156936e-05
5,700	SnappyData: A Hybrid Transactional Analytical Store Built On Spark	2016	SIGMOD	6.1167342e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
25	NiagaraCQ: A Scalable Continuous Query System for Internet Databases	2000	SIGMOD	0.00054667018
39	Efficiently Updating Materialized Views	1986	SIGMOD	0.00047309646
111	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032990214
230	Gigascope: A Stream Database for Network Applications	2003	SIGMOD	0.00023891474
375	Incremental Maintenance of Views with Duplicates	1995	SIGMOD	0.00019681204
576	Alert: An Architecture for Transforming a Passive DBMS into an Active DBMS	1991	VLDB	0.00016238156
1,679	Self-organizing Tuple Reconstruction in Column-stores	2009	SIGMOD	0.00010029136
2,479	Microsoft CEP Server and Online Behavioral Targeting	2009	VLDB	8.521563e-05
3,525	The Case for a Signal-Oriented Data Stream Management System	2007	CIDR	7.3436533e-05
4,583	Continuous Analytics: Rethinking Query Processing in a Network-Effect World	2009	CIDR	6.6191659e-05
5,647	IBM InfoSphere Streams for Scalable, Real-Time, Intelligent Transportation Services	2010	SIGMOD	6.1354257e-05

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