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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
171
Venue
CIDR
Year
2011
Pagerank
4.6295401e-05
Overall Rank
7,878 | 45.20%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
586 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00019685374
3,918 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 6.6315176e-05
4,505 SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning 2017 CIDR 6.1327108e-05
6,988 CrocodileDB: Efficient Database Execution through Intelligent Deferment 2020 CIDR 4.8718019e-05
8,611 Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI) 2022 SIGMOD 4.4852886e-05
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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
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
202 LINQ: Reconciling Objects, Relations and XML in the .NET Framework 2006 SIGMOD 0.00034920912
468 Materialized Views In Oracle 1998 VLDB 0.00022411821
481 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022167223
776 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016799754
1,233 Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources 2003 VLDB 0.0001313363
1,238 Incremental Query Evaluation in a Ring of Databases 2010 PODS 0.00013114581
1,299 The DataPath System: A Data-Centric Analytic Processing Engine for Large Data Warehouses 2010 SIGMOD 0.00012751522
1,359 Range Queries in OLAP Data Cubes 1997 SIGMOD 0.0001238588
1,421 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.0001205793
1,802 Towards a Streaming SQL Standard 2008 VLDB 0.00010509786
2,022 Lazy Maintenance of Materialized Views 2007 VLDB 9.754634e-05
2,186 Scalable Probabilistic Databases with Factor Graphs and MCMC 2010 VLDB 9.3378109e-05
2,531 The CompleteSearch Engine: Interactive, Efficient, and Towards IR & DB Integration 2007 CIDR 8.5911728e-05
3,212 Cayuga: A High-Performance Event Processing Engine 2007 SIGMOD 7.3730439e-05
3,224 Practical Applications of Triggers and Constraints: Successes and Lingering Issues 2000 VLDB 7.3496543e-05
3,251 On Probabilistic Fixpoint and Markov Chain Query Languages 2010 PODS 7.3215694e-05
4,052 Interactive Analysis of Web-Scale Data 2009 CIDR 6.4936745e-05
4,209 FERRY - Database-Supported Program Execution 2009 SIGMOD 6.3572003e-05
4,233 What is "Next" in Event Processing? 2007 PODS 6.3376015e-05
4,410 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 6.2091068e-05
8,152 Ajax-based Report Pages as Incrementally Rendered Views 2010 SIGMOD 4.5745838e-05
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