Efficient Join Synopsis Maintenance for Data Warehouse

Summary: Efficiently maintain a uniform random join synopsis for dynamic data warehouses with SJoin. A weighted join graph index enables fast synopsis updates under continuous inflows; experiments on TPC-DS and simulated road-sensor data show gains vs baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5933
Venue: SIGMOD
Year: 2020
Pagerank: 5.6728511e-05
Overall Rank: 5,128 | 64.37%
DOI: 10.1145/3318464.3389717

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,638	Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation	2022	VLDB	0.00011050093
3,955	Efficiently Approximating Selectivity Functions using Low Overhead Regression Models	2020	VLDB	6.5895015e-05
4,926	On Join Sampling and the Hardness of Combinatorial Output-Sensitive Join Algorithms	2023	PODS	5.8184457e-05
8,521	Computing A Well-Representative Summary of Conjunctive Query Results	2024	PODS	4.4893996e-05
8,964	Reservoir Sampling over Joins	2024	SIGMOD	4.4163852e-05
9,827	Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces	2023	VLDB	4.2710095e-05
10,984	Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality	2024	SIGMOD	4.1905499e-05
11,109	QPJVis Demo: Quality-boost Progressive Join Query Processing System	2024	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
18	On Random Sampling over Joins	1999	SIGMOD	0.00092569117
212	Join Synopses for Approximate Query Answering	1999	SIGMOD	0.00033997204
216	Ripple Joins for Online Aggregation	1999	SIGMOD	0.00033560137
531	Random Sampling for Histogram Construction: How much is enough?	1998	SIGMOD	0.0002079072
601	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.00019372971
941	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00015147831
1,065	Processing Complex Aggregate Queries over Data Streams	2002	SIGMOD	0.00014344675
1,233	Maximizing the Output Rate of Multi-Way Join Queries over Streaming Information Sources	2003	VLDB	0.0001312635
1,320	Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters	2016	SIGMOD	0.00012606067
1,372	Random Sampling over Joins Revisited	2018	SIGMOD	0.0001233325
1,586	Augmented Sketch: Faster and More Accurate Stream Processing	2016	SIGMOD	0.00011245213
1,712	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010786152
1,917	Dynamic Pipeline Scheduling for Improving Interactive Query Performance	2001	VLDB	0.00010104953
4,139	Memory-Limited Execution of Windowed Stream Joins	2004	VLDB	6.4126764e-05
5,817	BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees	2019	SIGMOD	5.3154329e-05
6,349	RPJ: Producing Fast Join Results on Streams through Rate-based Optimization	2005	SIGMOD	5.0957869e-05
6,852	On Joining and Caching Stochastic Streams	2005	SIGMOD	4.9027621e-05
7,280	Update-Pattern-Aware Modeling and Processing of Continuous Queries	2005	SIGMOD	4.7718173e-05

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Overall Rank	Paper	Year	Venue	Pagerank
264	Efficient Exact Set-Similarity Joins	2006	VLDB	0.00029950264
2,281	Adopting Worst-Case Optimal Joins in Relational Database Systems	2020	VLDB	9.122455e-05
8,163	Computing Complex Temporal Join Queries Efficiently	2022	SIGMOD	4.5685178e-05
6,453	Diag-Join: An Opportunistic Join Algorithm for 1:N Relationships	1998	VLDB	5.0514579e-05
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7,573	Synopses for Query Optimization: A Space-Complexity Perspective	2004	PODS	4.7034681e-05
8,899	Fast Approximate Similarity Join in Vector Databases	2025	SIGMOD	4.4229886e-05
1,430	A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses	2009	VLDB	0.0001202506
8,964	Reservoir Sampling over Joins	2024	SIGMOD	4.4163852e-05
212	Join Synopses for Approximate Query Answering	1999	SIGMOD	0.00033997204