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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
h72ab5fe86a5d76b7
Venue
CIDR
Year
2007
Pagerank
0.00013211204
Overall Rank
895 | 93.99%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{barga_cidr07,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '07},
        title = {{Consistent Streaming Through Time: A Vision for Event Stream Processing}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Barga, Roger S. and Goldstein, Jonathan and Ali, Mohamed and Hong, Mingsheng},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 39 of 39 citing papers.

Rank Citing Paper Year Venue Pagerank
325 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020964941
580 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016085679
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014782777
1,584 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010163707
1,750 Towards a Streaming SQL Standard 2008 VLDB 9.7311887e-05
2,532 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.3350246e-05
2,990 StreamRec: A Real-Time Recommender System 2011 SIGMOD 7.7745392e-05
3,113 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.6351769e-05
3,400 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.3336355e-05
3,790 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 7.0190297e-05
4,023 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.8476587e-05
4,098 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8090144e-05
4,552 Consistency in a Stream Warehouse 2011 CIDR 6.5395788e-05
4,621 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4987856e-05
5,059 Active Complex Event Processing over Event Streams 2011 VLDB 6.2917112e-05
5,745 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 6.0090513e-05
5,843 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 5.9731599e-05
5,895 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.9557639e-05
6,026 Online Visualization of Geospatial Stream Data using the WorldWide Telescope 2011 VLDB 5.9115786e-05
6,191 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.8562678e-05
6,266 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8303329e-05
6,513 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 5.7596327e-05
7,249 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5745603e-05
7,393 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.5372199e-05
7,548 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.4981314e-05
7,751 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.4595244e-05
8,539 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.3200136e-05
8,899 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.2559789e-05
8,917 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.2559789e-05
8,992 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.2419954e-05
9,062 Preference-aware Integration of Temporal Data 2015 VLDB 5.2288029e-05
9,138 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.2215566e-05
9,252 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.2056825e-05
9,739 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 5.1349531e-05
9,894 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.1129187e-05
10,268 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.0491419e-05
11,036 The Dataflow Model Revisited Or: That Feeling When You Realize Every Problem You've Been Solving Is a Database Problem 2026 VLDB 4.9793485e-05
11,940 Synchronization Schemas 2021 PODS 4.9793485e-05
12,374 Cleaning Timestamps with Temporal Constraints 2016 VLDB 4.9793485e-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
241 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023419748
639 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00015297525
1,358 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00010922626
Previous Page 1 / 1 Next

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# Overall Rank Paper Year Venue
1 4,884 One SQL to Rule Them All – an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables 2019 SIGMOD
2 4,552 Consistency in a Stream Warehouse 2011 CIDR
3 12,797 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD
4 8,823 Scalable Delivery of Stream Query Result 2009 VLDB
5 429 Flexible Time Management in Data Stream Systems 2004 PODS
6 1,985 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD
7 5,059 Active Complex Event Processing over Event Streams 2011 VLDB
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