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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
0.00013204961
Overall Rank
895 | 93.99%
DOI
-
PDF
Download (CC BY 2.5)

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 0.0002095522
580 Efficient Pattern Matching over Event Streams 2008 SIGMOD 0.0001607809
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014778299
1,584 On Complexity and Optimization of Expensive Queries in Complex Event Processing 2014 SIGMOD 0.00010158898
1,751 Towards a Streaming SQL Standard 2008 VLDB 9.7266159e-05
2,532 Microsoft CEP Server and Online Behavioral Targeting 2009 VLDB 8.3310895e-05
2,991 StreamRec: A Real-Time Recommender System 2011 SIGMOD 7.7708588e-05
3,115 RisGraph: A Real-Time Streaming System for Evolving Graphs to Support Sub-millisecond Per-update Analysis at Millions Ops/s 2021 SIGMOD 7.6315625e-05
3,400 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.330164e-05
3,792 Fault-tolerant Stream Processing using a Distributed, Replicated File System 2008 VLDB 7.0157179e-05
4,024 Real-Time Multi-Pattern Detection over Event Streams 2019 SIGMOD 6.8444194e-05
4,100 On-the-fly Progress Detection in Iterative Stream Queries 2009 VLDB 6.8057916e-05
4,553 Consistency in a Stream Warehouse 2011 CIDR 6.5364907e-05
4,623 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4957114e-05
5,063 Active Complex Event Processing over Event Streams 2011 VLDB 6.2887376e-05
5,744 Scalable Progressive Analytics on Big Data in the Cloud 2013 VLDB 6.0072829e-05
5,845 Optimal and General Out-of-Order Sliding-Window Aggregation 2019 VLDB 5.9703333e-05
5,896 Recognizing Patterns in Streams with Imprecise Timestamps 2010 VLDB 5.9529446e-05
6,028 Online Visualization of Geospatial Stream Data using the WorldWide Telescope 2011 VLDB 5.9087812e-05
6,194 DARLING: Data-Aware Load Shedding in Complex Event Processing Systems 2022 VLDB 5.8534955e-05
6,270 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8275729e-05
6,515 Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight 2010 VLDB 5.7569075e-05
7,251 Efficient Adaptive Detection of Complex Event Patterns 2018 VLDB 5.5719214e-05
7,395 On the Complexity of Privacy-Preserving Complex Event Processing 2011 PODS 5.5345986e-05
7,554 From Regular Expressions to Nested Words: Unifying Languages and Query Execution for Relational and XML Sequences 2010 VLDB 5.4955286e-05
7,758 Quality-Driven Continuous Query Execution over Out-of-Order Data Streams 2015 SIGMOD 5.4569399e-05
8,546 Why Not Match: On Explanations of Event Pattern Queries 2021 SIGMOD 5.3174951e-05
8,907 HYPERSONIC: A Hybrid Parallelization Approach for Scalable Complex Event Processing 2022 SIGMOD 5.2534908e-05
8,925 Active Complex Event Processing: Applications in Real-Time Health Care 2010 VLDB 5.2534908e-05
9,001 DLACEP: A Deep-Learning Based Framework for Approximate Complex Event Processing 2022 SIGMOD 5.2395139e-05
9,070 Preference-aware Integration of Temporal Data 2015 VLDB 5.2263302e-05
9,147 Distance-based Outlier Query Optimization in Apache IoTDB 2024 VLDB 5.2190848e-05
9,262 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.2032182e-05
9,744 MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks 2021 SIGMOD 5.1325223e-05
9,901 Data Integration and Data Exchange: It’s Really About Time 2013 CIDR 5.110499e-05
10,274 Keep Your Distributed Data Warehouse Consistent at a Minimal Cost 2023 SIGMOD 5.0467517e-05
11,045 The Dataflow Model Revisited Or: That Feeling When You Realize Every Problem You've Been Solving Is a Database Problem 2026 VLDB 4.9769913e-05
11,946 Synchronization Schemas 2021 PODS 4.9769913e-05
12,380 Cleaning Timestamps with Temporal Constraints 2016 VLDB 4.9769913e-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 0.00023408695
639 Composite Events for Active Databases: Semantics, Contexts and Detection 1994 VLDB 0.00015290324
1,358 Design Considerations for High Fan-in Systems: The HiFi Approach 2005 CIDR 0.00010917457
Previous Page 1 / 1 Next

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# Overall Rank Paper Year Venue
1 4,886 One SQL to Rule Them All – an Efficient and Syntactically Idiomatic Approach to Management of Streams and Tables 2019 SIGMOD
2 4,553 Consistency in a Stream Warehouse 2011 CIDR
3 12,803 Supporting a Spectrum of Out-of-Order Event Processing Technologies: From Aggressive to Conservative Methodologies 2009 SIGMOD
4 8,832 Scalable Delivery of Stream Query Result 2009 VLDB
5 430 Flexible Time Management in Data Stream Systems 2004 PODS
6 5,063 Active Complex Event Processing over Event Streams 2011 VLDB
7 1,987 Continuous Analytics Over Discontinuous Streams 2010 SIGMOD
8 7,995 From a Stream of Relational Queries to Distributed Stream Processing 2010 VLDB
9 241 High-Performance Complex Event Processing over Streams 2006 SIGMOD
10 26 Models and Issues in Data Stream Systems 2002 PODS