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Consistent Streaming Through Time: A Vision for Event Stream Processing

Summary: CEDR: unifies event processing, data streams, and pub/sub via a temporal stream model to enrich query expressiveness. Provides operator semantics and formal correctness/consistency guarantees under imperfect delivery (ordering, lateness), exposing consistency trade-offs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
96
Venue
CIDR
Year
2007
Pagerank
0.00013703749
Overall Rank
1,141 | 92.08%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
536 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020651621
772 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016790632
1,097 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014083973
1,788 StreamRec: A Real-Time Recommender System 2011 SIGMOD 0.00010541173
1,799 Towards a Streaming SQL Standard 2008 VLDB 0.0001049736
2,029 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 9.7344839e-05
2,884 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 7.9658952e-05
3,166 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 7.4575531e-05
3,818 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 6.7279318e-05
3,887 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 6.6601639e-05
3,910 Online Visualization of Geospatial Stream Data using the WorldWide Telescope 2011 VLDB 6.635529e-05
4,091 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 6.4529617e-05
4,456 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.1644341e-05
4,789 Consistency in a Stream Warehouse 2011 CIDR 5.9144227e-05
5,091 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 5.7010894e-05
5,172 Active Complex Event Processing over Event Streams 2011 VLDB 5.6414491e-05
6,100 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 5.2064148e-05
6,133 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 5.1917864e-05
6,148 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.1838459e-05
6,269 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.1286118e-05
6,652 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 4.9710292e-05
6,678 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 4.961249e-05
6,726 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 4.9444528e-05
7,316 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 4.7594979e-05
7,388 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 4.7386673e-05
7,795 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 4.6446115e-05
8,154 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 4.5708988e-05
8,530 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 4.4893996e-05
8,548 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 4.4893996e-05
8,719 Preference-aware Integration of Temporal Data 2015 VLDB 4.4564363e-05
8,799 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 4.4441194e-05
8,925 Enabling Signal Processing over Data Streams 2017 SIGMOD 4.4229886e-05
9,419 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 4.3399748e-05
9,588 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 4.3175708e-05
9,797 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 4.2777144e-05
9,907 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 4.2536148e-05
11,438 Synchronization Schemas 2021 PODS 4.1905499e-05
11,889 Cleaning Timestamps with Temporal Constraints 2016 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank Cited Paper Year Venue Pagerank
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
908 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00015405471
Previous Page 1 / 1 Next

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Overall Rank Paper Year Venue Pagerank
5,131 One SQL to Rule Them All – an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables 2019 SIGMOD 5.6704313e-05
4,789 Consistency in a Stream Warehouse 2011 CIDR 5.9144227e-05
12,321 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD 4.1905499e-05
7,658 Scalable Delivery of Stream Query Result 2009 VLDB 4.6817213e-05
433 Flexible Time Management in Data Stream Systems 2004 PODS 0.00023336894
5,172 Active Complex Event Processing over Event Streams 2011 VLDB 5.6414491e-05
2,204 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD 9.2986554e-05
7,735 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB 4.6599101e-05
259 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00030155645
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072660894