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Resource Sharing in Continuous Sliding-Window Aggregates

Summary: Resource sharing for continuous sliding-window aggregates; techniques span algebraic, distributive, and holistic functions across time-based, tuple-based, suffix, and historical windows. The work provides theoretical guarantees and experimental validation for single- and multi-substream inputs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9227
Venue
VLDB
Year
2004
Pagerank
0.00011400581
Overall Rank
1,554 | 89.20%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
1,551 Out-of-Order Processing: A New Architecture for High-Performance Stream Systems 2008 VLDB 0.00011416058
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
3,378 General Incremental Sliding-Window Aggregation 2015 VLDB 7.1622572e-05
4,384 Optimization of Continuous Queries with Shared Expensive Filters 2007 PODS 6.2371282e-05
4,420 ASAP: Prioritizing Attention via Time Series Smoothing 2017 VLDB 6.2011459e-05
4,457 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1702339e-05
4,488 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.145117e-05
4,673 Continuous Analytics: Rethinking Query Processing in a Network-Effect World 2009 CIDR 6.0058653e-05
5,001 Multiple Aggregations Over Data Streams 2005 SIGMOD 5.7678084e-05
5,193 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.6371049e-05
5,489 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4782335e-05
5,934 Perturbation Analysis of Database Queries 2016 VLDB 5.266698e-05
5,971 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 5.2480159e-05
6,396 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.0824714e-05
6,721 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 4.9492015e-05
6,753 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.9387235e-05
6,783 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 4.9268991e-05
6,991 Sharing-Aware Outlier Analytics over High-Volume Data Streams 2016 SIGMOD 4.8702811e-05
7,062 EAGr: Supporting Continuous Ego-centric Aggregate Queries over Large Dynamic Graphs 2014 SIGMOD 4.8462038e-05
7,419 A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data 2009 VLDB 4.7348504e-05
7,660 Scalable Delivery of Stream Query Result 2009 VLDB 4.6862657e-05
8,349 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 4.5405018e-05
8,702 Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions 2022 SIGMOD 4.4650384e-05
8,733 T-ReX: Optimizing Pattern Search on Time Series 2023 SIGMOD 4.4573414e-05
11,023 Window Function Expression: Let the Self-join Enter 2024 VLDB 4.1945683e-05
11,709 Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter 2018 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
115 Eddies: Continuously Adaptive Query Processing 2000 SIGMOD 0.00046221215
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037672155
205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
226 Efficient Filtering of XML Documents for Selective Dissemination of Information 2000 VLDB 0.00032431532
244 Continuously Adaptive Continuous Queries over Streams 2002 SIGMOD 0.00031066222
500 Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems 2001 SIGMOD 0.00021637423
619 On Computing Correlated Aggregates Over Continual Data Streams 2001 SIGMOD 0.00019066583
785 StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time 2002 VLDB 0.00016664156
831 Stream Processing of XPath Queries with Predicates 2003 SIGMOD 0.00016171218
848 Approximate Counts and Quantiles over Sliding Windows 2004 PODS 0.0001597308
956 How to Summarize the Universe: Dynamic Maintenance of Quantiles 2002 VLDB 0.00015066967
985 Streaming Queries over Streaming Data 2002 VLDB 0.00014852471
987 XPath Queries on Streaming Data 2003 SIGMOD 0.00014819204
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
4,930 Static Optimization of Conjunctive Queries with Sliding Windows Over Infinite Streams 2004 SIGMOD 5.8213082e-05
1,717 Approximate Join Processing Over Data Streams 2003 SIGMOD 0.00010793312
6,753 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.9387235e-05
9,581 Sharing Aggregate Computation for Distributed Queries 2007 SIGMOD 4.3227214e-05
4,133 Memory-Limited Execution of Windowed Stream Joins 2004 VLDB 6.4196026e-05
3,126 Scheduling for shared window joins over data streams 2003 VLDB 7.5046934e-05
3,378 General Incremental Sliding-Window Aggregation 2015 VLDB 7.1622572e-05
3,656 Processing Sliding Window Multi-Joins in Continuous Queries over Data Streams 2003 VLDB 6.8714509e-05
1,788 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.00010555742
4,649 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.0236001e-05