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TelegraphCQ: Continuous Dataflow Processing

Summary: TelegraphCQ: continuous dataflow for streaming data with adaptive execution. Extends PostgreSQL to dynamically register continuous queries over archived/unarchived streams; sliding-window DML for grouped aggregates; demonstrates adaptivity and scalability. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h64dd81878a97520a
Venue
SIGMOD
Year
2003
Pagerank
0.00017005839
Overall Rank
514 | 96.56%
DOI
10.1145/872757.872857

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chandrasekaran_sigmod03,
        title = {{TelegraphCQ: Continuous Dataflow Processing}},
        author = {Chandrasekaran, Sirish and Cooper, Owen and Deshpande, Amol and Franklin, Michael J. and Hellerstein, Joseph M. and Hong, Wei and Krishnamurthy, Sailesh and Madden, Samuel R. and Reiss, Fred and Shah, Mehul A.},
        series = {{SIGMOD} '03},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/872757.872857},
        url = {https://dl.acm.org/doi/10.1145/872757.872857},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
128 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030317705
219 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.0002429959
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
1,029 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.00012380835
1,128 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011887295
1,409 State Management in Apache Flink: Consistent Stateful Distributed Stream Processing 2017 VLDB 0.00010732706
1,471 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00010529345
1,757 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 9.7050769e-05
2,184 Summarizing and Mining Inverse Distributions on Data Streams via Dynamic Inverse Sampling 2005 VLDB 8.8972748e-05
2,500 A Demonstration of the BigDAWG Polystore System 2015 VLDB 8.3598881e-05
2,577 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.2538023e-05
2,730 Partial Results in Database Systems 2014 SIGMOD 8.0676725e-05
2,871 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.9024682e-05
2,889 Continuous Queries in Oracle 2007 VLDB 7.8890479e-05
3,043 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 7.7045781e-05
3,117 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 7.6142606e-05
3,744 NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic 2010 VLDB 7.0372503e-05
3,939 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.8967981e-05
3,993 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8565106e-05
4,284 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.6710929e-05
4,422 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 6.5902096e-05
4,800 Tornado: A System For Real-Time Iterative Analysis Over Evolving Data 2016 SIGMOD 6.3942642e-05
4,942 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 6.3309707e-05
4,967 Distributed Operation in the Borealis Stream Processing Engine 2005 SIGMOD 6.3217658e-05
5,568 Symbiote - A Reconfigurable Logic Assisted Data Stream Management System (RLADSMS) 2010 SIGMOD 6.0631251e-05
5,788 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.9763511e-05
6,210 StreamWorks - A system for Dynamic Graph Search 2013 SIGMOD 5.8317155e-05
6,281 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 5.8083033e-05
6,663 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.7001805e-05
7,435 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 5.5132769e-05
8,728 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 5.2705676e-05
9,286 Enabling Signal Processing over Data Streams 2017 SIGMOD 5.1860131e-05
9,511 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 5.1516241e-05
9,683 Disaggregated State Management in Apache Flink 2.0 2025 VLDB 5.1258854e-05
9,819 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 5.1106557e-05
11,576 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.9605343e-05
12,864 Tagging Stream Data for Rich Real-Time Services 2009 VLDB 4.9605343e-05
12,947 GS-TMS: A Global Stream-based Threat Monitor System 2008 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
112 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032341214
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