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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
0.00013337792
Overall Rank
899 | 93.84%
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 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
361 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020138717
565 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.00016445548
710 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014715033
1,547 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010394989
1,718 Towards a Streaming SQL Standard 2008 VLDB 9.9297933e-05
2,479 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.521563e-05
2,929 StreamRec: A Real-Time Recommender System 2011 SIGMOD 7.9525409e-05
3,068 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.7939351e-05
3,342 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.4999147e-05
3,776 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 7.1347542e-05
3,946 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 7.0046969e-05
4,189 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8435848e-05
4,463 Consistency in a Stream Warehouse 2011 CIDR 6.6860367e-05
4,588 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.6167545e-05
4,942 Active Complex Event Processing over Event Streams 2011 VLDB 6.4333059e-05
5,676 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 6.1251441e-05
5,719 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 6.1094861e-05
5,776 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 6.0920784e-05
5,904 Online Visualization of Geospatial Stream Data using the WorldWide Telescope 2011 VLDB 6.0463178e-05
6,062 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.9906826e-05
6,384 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 5.8909379e-05
6,680 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8049764e-05
7,103 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.7023779e-05
7,241 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.6643118e-05
7,409 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.6243e-05
7,626 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.5800458e-05
8,388 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.4364073e-05
8,736 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.3766157e-05
8,754 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.3766157e-05
8,824 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.3623113e-05
8,946 Preference-aware Integration of Temporal Data 2015 VLDB 5.3479739e-05
8,973 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.3414033e-05
9,077 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.3251649e-05
9,564 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 5.2528121e-05
9,726 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.2302483e-05
10,063 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.1650158e-05
11,633 Synchronization Schemas 2021 PODS 5.093636e-05
12,081 Cleaning Timestamps with Temporal Constraints 2016 VLDB 5.093636e-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
229 High-Performance Complex Event Processing over Streams 2006 SIGMOD 0.00023927582
629 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00015625304
1,322 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00011155403
Previous Page 1 / 1 Next

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# Overall Rank Paper Year Venue
1 4,907 One SQL to Rule Them All – an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables 2019 SIGMOD
2 4,463 Consistency in a Stream Warehouse 2011 CIDR
3 12,507 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD
4 8,663 Scalable Delivery of Stream Query Result 2009 VLDB
5 424 Flexible Time Management in Data Stream Systems 2004 PODS
6 4,942 Active Complex Event Processing over Event Streams 2011 VLDB
7 1,945 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD
8 7,840 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB
9 229 High-Performance Complex Event Processing over Streams 2006 SIGMOD
10 26 Models and Issues in Data Stream Systems 2002 PODS