DBToaster: Agile Views in a Dynamic Data Management System

Summary: Advocates Dynamic Data Management Systems (DDMS) that maintain agile, frequently fresh materialized views over large dynamic data with built-in monitoring and event-triggering for analytics, DB monitoring, and high-frequency trading. Introduces DBToaster prototype exploring architecture, high-frequency incremental view maintenance, storage and parallelization techniques to scale low-latency view updates and outlines key system challenges. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: hb93d4eb41d58cabf
Venue: CIDR
Year: 2011
Pagerank: 5.4352962e-05
Overall Rank: 7,791 | 47.78%
DOI: -
PDF: Download (CC BY 3.0)

Incoming Non-self Citations Over Time

Authors

1. Oliver Kennedy (Cornell University; EPFL)
2. Yanif Ahmad (Johns Hopkins University)
3. Christoph Koch (EPFL)

BibTeX Citation

@inproceedings{kennedy_cidr11,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '11},
        title = {{DBToaster: Agile Views in a Dynamic Data Management System}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Kennedy, Oliver and Ahmad, Yanif and Koch, Christoph},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
408	DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views	2012	VLDB	0.00018836656
3,104	On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML	2018	VLDB	7.6281929e-05
3,331	SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning	2017	CIDR	7.4065701e-05
6,835	CrocodileDB: Efficient Database Execution through Intelligent Deferment	2020	CIDR	5.6527238e-05
8,585	Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI)	2022	SIGMOD	5.2943199e-05

Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 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	TelegraphCQ: Continuous Dataflow Processing for an Uncertain World	2003	CIDR	0.00032341214
152	Query Processing, Resource Management, and Approximation in a Data Stream Management System	2003	CIDR	0.00028566618
295	LINQ: Reconciling Objects, Relations and XML in the .NET Framework	2006	SIGMOD	0.00021876398
388	Incremental Maintenance of Views with Duplicates	1995	SIGMOD	0.0001928135
582	Efficient Pattern Matching over Event Streams	2008	SIGMOD	0.00016025959
654	Materialized Views In Oracle	1998	VLDB	0.00015096471
979	Incremental Query Evaluation in a Ring of Databases	2010	PODS	0.00012697012
1,043	The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses	2010	SIGMOD	0.00012325755
1,109	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.00011949421
1,110	Range Queries in OLAP Data Cubes	1997	SIGMOD	0.00011949109
1,150	Algorithms for Deferred View Maintenance	1996	SIGMOD	0.00011766641
1,762	Towards a Streaming SQL Standard	2008	VLDB	9.6949462e-05
1,790	Lazy Maintenance of Materialized Views	2007	VLDB	9.6228433e-05
2,027	Scalable Probabilistic Databases with Factor Graphs and MCMC	2010	VLDB	9.1511498e-05
2,949	Cayuga: A High-Performance Event Processing Engine	2007	SIGMOD	7.8084129e-05
3,125	The CompleteSearch Engine: Interactive, Efficient, and Towards IR & DB Integration	2007	CIDR	7.6059776e-05
3,563	Interactive Analysis of Web-Scale Data	2009	CIDR	7.1841298e-05
3,608	Practical Applications of Triggers and Constraints: Successes and Lingering Issues	2000	VLDB	7.1494e-05
3,671	On Probabilistic Fixpoint and Markov Chain Query Languages	2010	PODS	7.0929546e-05
3,886	DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases	2009	VLDB	6.9280841e-05
3,936	FERRY - Database-Supported Program Execution	2009	SIGMOD	6.8977705e-05
4,010	What is "Next" in Event Processing?	2007	PODS	6.842669e-05
8,408	Ajax-based Report Pages as Incrementally Rendered Views	2010	SIGMOD	5.3215712e-05

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