Database Paper Browser

Back to papers

Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality

Summary: FreeSam enables adaptive sampling for streaming intra-window joins, jointly optimizing output size and variance. It blends hybrid sampling with intra-window joins, offering 2D quantity-quality control and latency-predictable, multi-core execution. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6965
Venue
SIGMOD
Year
2024
Pagerank
4.1905499e-05
Overall Rank
10,984 | 23.67%
DOI
10.1145/3677134

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 50 of 62 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
350 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00026368305
403 Multi-Core, Main-Memory Joins: Sort vs. Hash Revisited 2014 VLDB 0.00024176677
538 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00020632609
553 Bifocal Sampling for Skew-Resistant Join Size Estimation 1996 SIGMOD 0.00020272747
751 Query Size Estimation by Adaptive Sampling (Extended Abstract) 1990 PODS 0.00017155121
941 Wander Join: Online Aggregation via Random Walks 2016 SIGMOD 0.00015147831
944 Efficient Implementation of Sorting on Multi-Core SIMD CPU Architecture 2008 VLDB 0.0001512998
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013530267
1,194 Join Size Estimation Subject to Filter Conditions 2015 VLDB 0.00013411666
1,257 Dynamic Sample Selection for Approximate Query Processing 2003 SIGMOD 0.00013002384
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
1,425 Scalable Approximate Query Processing With The DBO Engine 2007 SIGMOD 0.00012044433
1,451 Online Aggregation for Large MapReduce Jobs 2011 VLDB 0.00011925842
1,586 Augmented Sketch: Faster and More Accurate Stream Processing 2016 SIGMOD 0.00011245213
1,638 Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation 2022 VLDB 0.00011050093
1,693 How Soccer Players Would do Stream Joins 2011 SIGMOD 0.00010886797
1,712 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010786152
2,143 Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities 2019 SIGMOD 9.4437798e-05
2,216 Skew in Parallel Query Processing 2014 PODS 9.2693784e-05
2,254 Two-Level Sampling for Join Size Estimation 2017 SIGMOD 9.1871115e-05
2,424 The Analytical Bootstrap: a New Method for Fast Error Estimation in Approximate Query Processing 2014 SIGMOD 8.8415494e-05
2,603 DAQ: A New Paradigm for Approximate Query Processing 2015 VLDB 8.4634633e-05
2,971 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 7.7935535e-05
3,211 Progressive Merge Join: A Generic and Non-Blocking Sort-Based Join Algorithm 2002 VLDB 7.3780807e-05
3,384 Scalable and Adaptive Online Joins 2014 VLDB 7.153329e-05
3,831 Output-optimal Parallel Algorithms for Similarity Joins 2017 PODS 6.7146681e-05
4,100 A Bi-Level Bernoulli Scheme for Database Sampling 2004 SIGMOD 6.4473679e-05
4,139 Memory-Limited Execution of Windowed Stream Joins 2004 VLDB 6.4126764e-05
4,161 Scalable Distributed Stream Join Processing 2015 SIGMOD 6.3883784e-05
4,192 Operator Placement for In-Network Stream Query Processing 2005 PODS 6.3666236e-05
4,347 On Biased Reservoir Sampling in the Presence of Stream Evolution 2006 VLDB 6.2588401e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,926 On Join Sampling and the Hardness of Combinatorial Output-Sensitive Join Algorithms 2023 PODS 5.8184457e-05
5,119 Sampling Algorithms in a Stream Operator 2005 SIGMOD 5.6774637e-05
5,128 Efficient Join Synopsis Maintenance for Data Warehouse 2020 SIGMOD 5.6728511e-05
5,251 Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects 2022 SIGMOD 5.6003972e-05
5,869 Low-Latency Handshake Join 2014 VLDB 5.2918426e-05
5,952 PGMJoins: Random Join Sampling with Graphical Models 2021 SIGMOD 5.2547498e-05
6,060 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 5.2271244e-05
6,220 Distributed GPU Joins on Fast RDMA-capable Networks 2023 SIGMOD 5.1446966e-05
6,402 Approximate Query Engines: Commercial Challenges and Research Opportunities 2017 SIGMOD 5.0725227e-05
6,481 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.039683e-05
6,589 AutoCTS+: Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting 2023 SIGMOD 4.9964862e-05
7,380 Efficient Sampling Approaches to Shapley Value Approximation 2023 SIGMOD 4.7417195e-05
7,389 Making In-Memory Learned Indexes Efficient on Disk 2024 SIGMOD 4.7386163e-05
8,021 Parallelizing Intra-Window Join on Multicores: An Experimental Study 2021 SIGMOD 4.600223e-05
Previous Page 1 / 2 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
12,116 Space-Efficient Estimation of Statistics over Sub-Sampled Streams 2012 PODS 4.1905499e-05
11,449 Index-Based Join Size Estimation Using Adaptive Sampling 2021 SIGMOD 4.1905499e-05
1,194 Join Size Estimation Subject to Filter Conditions 2015 VLDB 0.00013411666
18 On Random Sampling over Joins 1999 SIGMOD 0.00092569117
10,970 Low-Latency Adaptive Distributed Stream Join System Based on a Flexible Join Model 2024 SIGMOD 4.1905499e-05
1,712 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010786152
6,481 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.039683e-05
8,964 Reservoir Sampling over Joins 2024 SIGMOD 4.4163852e-05
4,139 Memory-Limited Execution of Windowed Stream Joins 2004 VLDB 6.4126764e-05
5,119 Sampling Algorithms in a Stream Operator 2005 SIGMOD 5.6774637e-05