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DynaMat: A Dynamic View Management System for Data Warehouses

Summary: DynaMat materializes multi-level views to fit workload and maintenance, unifying selection and refresh by a goodness metric. Tracks queries, updates best subset under space/downtime limits, and uses Detailed Cost Savings Ratio to beat precomputation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3115
Venue
SIGMOD
Year
1999
Pagerank
0.00014876414
Overall Rank
978 | 93.21%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank Citing Paper Year Venue Pagerank
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
160 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00040053897
1,998 WebView Materialization 2000 SIGMOD 9.8344204e-05
3,596 Continuous Sampling for Online Aggregation Over Multiple Queries 2010 SIGMOD 6.9342283e-05
4,081 An Adaptive Peer-to-Peer Network for Distributed Caching of OLAP Results 2002 SIGMOD 6.461859e-05
4,319 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 6.2823814e-05
4,373 Just-in-time compilation for SQL query processing 2013 VLDB 6.2365066e-05
4,457 Generalized Scale Independence Through Incremental Precomputation 2013 SIGMOD 6.1636855e-05
5,304 ReCache: Reactive Caching for Fast Analytics over Heterogeneous Data 2018 VLDB 5.5738777e-05
5,778 Graph-Aware, Workload-Adaptive SPARQL Query Caching 2015 SIGMOD 5.3274776e-05
6,152 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 5.1802666e-05
6,607 Balancing Performance and Data Freshness in Web Database Servers 2003 VLDB 4.9913878e-05
7,084 Stop-and-Restart Style Execution for Long Running Decision Support Queries 2007 VLDB 4.8330538e-05
7,397 Intermittent Query Processing 2019 VLDB 4.7367491e-05
7,690 ROBUS: Fair Cache Allocation for Data-parallel Workloads 2017 SIGMOD 4.6723821e-05
7,847 ChronoCache: Predictive and Adaptive Mid-Tier Query Result Caching 2020 SIGMOD 4.632377e-05
8,434 SageDB: An Instance-Optimized Data Analytics System 2022 VLDB 4.5077955e-05
9,848 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 4.2680295e-05
12,675 Proxy-Server Architectures for OLAP 2001 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
11 Implementing Data Cubes Efficiently 1996 SIGMOD 0.0011695087
56 Direct Spatial Search on Pictorial Databases Using Packed R-trees 1985 SIGMOD 0.00065500256
97 Maintaining Views Incrementally 1993 SIGMOD 0.00050863077
247 On the Computation of Multidimensional Aggregates 1996 VLDB 0.00030923842
368 An Array-Based Algorithm for Simultaneous Multidimensional Aggregates 1997 SIGMOD 0.00025508459
444 Semantic Data Caching and Replacement 1996 VLDB 0.0002303513
470 Materialized Views In Oracle 1998 VLDB 0.00022386815
482 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022145976
681 Materialized View Selection in a Multidimensional Database 1997 VLDB 0.0001818285
963 Maintenance of Data Cubes and Summary Tables in a Warehouse 1997 SIGMOD 0.00014975448
1,023 Materialized View Selection for Multidimensional Datasets* 1998 VLDB 0.00014601981
1,360 Data Warehouse Configuration 1997 VLDB 0.0001239983
1,395 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 0.00012216523
1,890 Caching Multidimensional Queries Using Chunks 1998 SIGMOD 0.0001018961
2,647 WATCHMAN: A Data Warehouse Intelligent Cache Manager 1996 VLDB 8.3750419e-05
3,410 Preliminary Design of ADMS+/-: A Workstation-Mainframe Integrated Architecture for Database Management Systems 1986 VLDB 7.1228795e-05
3,497 Cubetree: Organization of and Bulk Incremental Updates on the Data Cube 1997 SIGMOD 7.0372261e-05
5,025 Issues in Developing Very Large Data Warehouses 1998 VLDB 5.7467644e-05
5,849 An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees 1998 SIGMOD 5.3017343e-05
8,568 Performance and Scalability of Client-Server Database Architectures 1992 VLDB 4.4893996e-05
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