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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
0.00013161605
Overall Rank
898 | 93.99%
DOI
-
PDF
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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
328 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020889528
582 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016025959
688 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014736145
1,586 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.0001012531
1,762 Towards a Streaming SQL Standard 2008 VLDB 9.6949462e-05
2,539 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.303646e-05
3,006 StreamRec: A Real-Time Recommender System 2011 SIGMOD 7.7453574e-05
3,123 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.6082482e-05
3,410 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.3075605e-05
3,801 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 6.9925771e-05
4,041 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.8217898e-05
4,120 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.783316e-05
4,571 Consistency in a Stream Warehouse 2011 CIDR 6.5152755e-05
4,640 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4742349e-05
5,081 Active Complex Event Processing over Event Streams 2011 VLDB 6.2685571e-05
5,756 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 5.987569e-05
5,861 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 5.9505926e-05
5,912 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.9332754e-05
6,042 Online Visualization of Geospatial Stream Data using the WorldWide Telescope 2011 VLDB 5.8892512e-05
6,204 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.8341402e-05
6,281 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8083033e-05
6,527 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 5.7378792e-05
7,269 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5534971e-05
7,412 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.5162978e-05
7,569 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.477357e-05
7,773 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.4388958e-05
8,564 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.2999122e-05
8,927 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.2361195e-05
8,945 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.2361195e-05
9,019 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.2221888e-05
9,089 Preference-aware Integration of Temporal Data 2015 VLDB 5.2094039e-05
9,169 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.2018272e-05
9,286 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.1860131e-05
9,776 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 5.115551e-05
9,936 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.0936191e-05
10,301 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.030064e-05
11,106 The Dataflow Model Revisited Or: That Feeling When You Realize Every Problem You've Been Solving Is a Database Problem 2026 VLDB 4.9605343e-05
11,990 Synchronization Schemas 2021 PODS 4.9605343e-05
12,423 Cleaning Timestamps with Temporal Constraints 2016 VLDB 4.9605343e-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.

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