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E-Cube: Multi-Dimensional Event Sequence Analysis Using Hierarchical Pattern Query Sharing

Summary: Proposes E-Cube, a multi-dimensional event-pattern model that fuses CEP and OLAP for real-time pattern analysis over streams. Leverages hierarchical query sharing with drill-down/roll-up and the cost-driven optimizer Chase to reuse intermediates, delivering up to tenfold speedups on stock-market workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4441
Venue
SIGMOD
Year
2011
Pagerank
4.8934688e-05
Overall Rank
6,880 | 52.19%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
4,012 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5338454e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
5,501 To Share, or not to Share Online Event Trend Aggregation Over Bursty Event Streams 2021 SIGMOD 5.4731481e-05
6,269 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1286118e-05
6,392 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.0777691e-05
6,592 Complete Event Trend Detection in High-Rate Event Streams 2017 SIGMOD 4.9959015e-05
6,782 Gloria: Graph-based Sharing Optimizer for Event Trend Aggregation 2022 SIGMOD 4.9221723e-05
7,679 CORE: a Complex Event Recognition Engine 2022 VLDB 4.676558e-05
8,344 Event Trend Aggregation Under Rich Event Matching Semantics 2019 SIGMOD 4.5363237e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4893996e-05
9,617 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 4.3135276e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 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
89 Common Expression Analysis in Database Applications 1982 SIGMOD 0.00052299473
146 Knowledge Discovery in Databases: An Attribute-Oriented Approach 1992 VLDB 0.00041260875
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037637319
218 Aggregate-Query Processing in Data Warehousing Environments 1995 VLDB 0.00033489004
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030155645
545 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00020411404
945 Cayuga: A General Purpose Event Monitoring System 2007 CIDR 0.0001512921
1,417 ZStream: A Cost-based Query Processor for Adaptively Detecting Composite Events 2009 SIGMOD 0.00012084678
1,791 On-the-Fly Sharing for Streamed Aggregation 2006 SIGMOD 0.0001052731
2,124 Semantics and Evaluation Techniques for Window Aggregates in Data Streams 2005 SIGMOD 9.4824543e-05
3,770 Dynamic Plan Migration for Continuous Queries Over Data Streams 2004 SIGMOD 6.7743365e-05
4,176 OLAP on Sequence Data 2008 SIGMOD 6.3771062e-05
5,047 Run-Time Operator State Spilling for Memory Intensive Long-Running Queries 2006 SIGMOD 5.7321615e-05
6,871 State-Slice: New Paradigm of Multi-query Optimization of Window-based Stream Queries 2006 VLDB 4.8966771e-05
6,973 FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows 2006 VLDB 4.8731033e-05
7,737 AFilter: Adaptable XML Filtering with Prefix-Caching and Suffix-Clustering 2006 VLDB 4.6592327e-05
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Overall Rank Paper Year Venue Pagerank
4,443 Hierarchical Cubes for Range-Sum Queries 1999 VLDB 6.1772772e-05
772 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016790632
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
4,012 Scalable Pattern Sharing on Event Streams 2016 SIGMOD 6.5338454e-05
2,029 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7344839e-05
3,162 High-Dimensional OLAP: A Minimal Cubing Approach 2004 VLDB 7.4622284e-05
247 On the Computation of Multidimensional Aggregates 1996 VLDB 0.00030923842
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,176 OLAP on Sequence Data 2008 SIGMOD 6.3771062e-05
9,617 Complex Event Analytics: Online Aggregation of Stream Sequence Patterns 2014 SIGMOD 4.3135276e-05