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DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views

Summary: Viewlet transforms, recursive finite differencing of queries, materialize a query and its higher-order deltas as interdependent views for incremental maintenance. SQL-based, real-time views on high-velocity data with optimized parallel execution; prototype sustains tens of thousands of full refreshes per second. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10535
Venue
VLDB
Year
2012
Pagerank
0.00019685374
Overall Rank
586 | 95.93%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 15 of 65 citing papers.

Rank Citing Paper Year Venue Pagerank
9,316 READY: Completeness is in the Eye of the Beholder 2017 CIDR 4.3559005e-05
9,366 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 4.3493859e-05
9,414 TreeToaster: Towards an IVM-Optimized Compiler 2021 SIGMOD 4.3441378e-05
9,458 Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing 2020 SIGMOD 4.3379313e-05
9,707 Towards Update-Dependent Analysis of Query Maintenance 2025 PODS 4.299267e-05
9,800 Cquirrel: Continuous Query Processing over Acyclic Relational Schemas 2021 VLDB 4.2818172e-05
9,828 Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces 2023 VLDB 4.2751057e-05
10,049 Approximate Query Processing under Updates 2026 SIGMOD 4.1945683e-05
10,417 Streaming Democratized: Ease Across the Latency Spectrum with Delayed View Semantics and Snowflake Dynamic Tables 2025 SIGMOD 4.1945683e-05
10,468 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 4.1945683e-05
10,551 Avoiding Materialisation for Guarded Aggregate Queries 2025 VLDB 4.1945683e-05
10,788 Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud 2025 VLDB 4.1945683e-05
10,886 FaDE: More Than a Million What-ifs Per Second 2025 VLDB 4.1945683e-05
11,254 Asymptotically Better Query Optimization Using Indexed Algebra 2023 VLDB 4.1945683e-05
11,573 Towards Scalable UDTFs in Noria 2020 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
55 Efficiently Updating Materialized Views 1986 SIGMOD 0.00065762967
95 Maintaining Views Incrementally 1993 SIGMOD 0.00050896659
158 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00040071492
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
481 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022167223
726 Load Shedding in a Data Stream Manager 2003 VLDB 0.00017511209
779 Materialized View Maintenance and Integrity Constraint Checking: Trading Space for Time 1996 SIGMOD 0.00016786961
865 What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically 2003 PODS 0.00015808172
1,219 Rate-Based Query Optimization for Streaming Information Sources 2002 SIGMOD 0.00013223888
1,238 Incremental Query Evaluation in a Ring of Databases 2010 PODS 0.00013114581
1,421 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.0001205793
1,476 Efficient Exploitation of Similar Subexpressions for Query Processing 2007 SIGMOD 0.00011779092
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
2,022 Lazy Maintenance of Materialized Views 2007 VLDB 9.754634e-05
2,361 Incremental Maintenance for Non-Distributive Aggregate Functions 2002 VLDB 8.9601322e-05
3,002 Supporting Multiple View Maintenance Policies 1997 SIGMOD 7.7399579e-05
3,037 How To Roll a Join: Asynchronous Incremental View Maintenance 2000 SIGMOD 7.6731715e-05
4,134 Query Optimization for CODASYL Database Systems 1982 SIGMOD 6.4191992e-05
4,410 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 6.2091068e-05
7,878 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6295401e-05
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Overall Rank Paper Year Venue Pagerank
3,704 How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates 2016 SIGMOD 6.827494e-05
6,301 Analytical Modeling of Materialized View Maintenance 1988 PODS 5.1219348e-05
55 Efficiently Updating Materialized Views 1986 SIGMOD 0.00065762967
1,112 Materialized View Selection and Maintenance Using Multi-Query Optimization 2001 SIGMOD 0.00013917776
2,284 Cost-Based Optimization of Decision Support Queries using Transient-Views 1998 SIGMOD 9.1053836e-05
8,611 Efficient Incrementialization of Correlated Nested Aggregate Queries using Relative Partial Aggregate Indexes (RPAI) 2022 SIGMOD 4.4852886e-05
731 Optimizing Queries Using Materialized Views: A Practical, Scalable Solution 2001 SIGMOD 0.00017468889
1,421 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.0001205793
7,878 DBToaster: Agile Views in a Dynamic Data Management System 2011 CIDR 4.6295401e-05
4,410 DBToaster: A SQL Compiler for High-Performance Delta Processing in Main-Memory Databases 2009 VLDB 6.2091068e-05