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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
3486
Venue
SIGMOD
Year
2003
Pagerank
0.00019552343
Overall Rank
590 | 95.91%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 38 of 38 citing papers.

Rank Citing Paper Year Venue Pagerank
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035714897
314 MillWheel: Fault-Tolerant Stream Processing at Internet Scale 2013 VLDB 0.00028059664
536 The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing 2015 VLDB 0.00020651621
1,430 A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses 2009 VLDB 0.0001202506
1,546 Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark 2018 SIGMOD 0.00011418993
1,642 Communication-Efficient Distributed Monitoring of Thresholded Counts 2006 SIGMOD 0.00011037826
1,818 A Demonstration of the BigDAWG Polystore System 2015 VLDB 0.00010418381
1,921 Selecting Subexpressions to Materialize at Datacenter Scale 2018 VLDB 0.00010085899
2,269 Summarizing and Mining Inverse Distributions on Data Streams via Dynamic Inverse Sampling 2005 VLDB 9.1507118e-05
2,601 Continuous Queries in Oracle 2007 VLDB 8.4646467e-05
2,681 NET-FLi: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic 2010 VLDB 8.319573e-05
2,828 Plan-based Complex Event Detection across Distributed Sources 2008 VLDB 8.0545975e-05
3,054 Partial Results in Database Systems 2014 SIGMOD 7.6478475e-05
3,335 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 7.2023806e-05
3,551 Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems 2018 VLDB 6.9776252e-05
3,771 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 6.7738535e-05
3,878 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.6669911e-05
4,490 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.137834e-05
4,642 VIVA: An End-to-End System for Interactive Video Analytics 2022 CIDR 6.0214283e-05
4,925 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 5.818597e-05
5,164 Distributed Operation in the Borealis Stream Processing Engine 2005 SIGMOD 5.6483213e-05
5,215 Tornado: A System For Real-Time Iterative Analysis Over Evolving Data 2016 SIGMOD 5.6231911e-05
5,357 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.5512343e-05
5,368 Symbiote - A Reconfigurable Logic Assisted Data Stream Management System (RLADSMS) 2010 SIGMOD 5.5439299e-05
5,870 Combining Design and Performance in a Data Visualization Management System 2017 CIDR 5.2914369e-05
6,274 Diva: Making MVCC Systems HTAP-Friendly 2022 SIGMOD 5.1268676e-05
6,516 StreamWorks - A system for Dynamic Graph Search 2013 SIGMOD 5.0263759e-05
6,726 Beyond Analytics: The Evolution of Stream Processing Systems 2020 SIGMOD 4.9444528e-05
7,329 Streaming in a Connected World: Querying and Tracking Distributed Data Streams 2007 SIGMOD 4.7559363e-05
8,925 Enabling Signal Processing over Data Streams 2017 SIGMOD 4.4229886e-05
9,220 Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing 2019 SIGMOD 4.3670162e-05
9,323 Disaggregated State Management in Apache Flink® 2.0 2025 VLDB 4.351469e-05
9,600 Optimizing Dataflow Systems for Scalable Interactive Visualization 2024 SIGMOD 4.3136057e-05
10,965 Fault Tolerance Placement in the Internet of Things 2024 SIGMOD 4.1905499e-05
11,812 State Management in Apache Flink 2017 VLDB 4.1905499e-05
11,815 Upsortable: Programming Top-K Queries Over Data Streams 2017 VLDB 4.1905499e-05
12,339 Tagging Stream Data for Rich Real-Time Services 2009 VLDB 4.1905499e-05
12,424 GS-TMS: A Global Stream-based Threat Monitor System 2008 VLDB 4.1905499e-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
143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468
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7,105 StreaMon: An Adaptive Engine for Stream Query Processing 2004 SIGMOD 4.8252304e-05
4,673 Continuous Analytics: Rethinking Query Processing in a Network-Effect World 2009 CIDR 6.0000861e-05
1,006 Adaptive Filters for Continuous Queries over Distributed Data Streams 2003 SIGMOD 0.00014684829
1,362 Highly Available, Fault-Tolerant, Parallel Dataflows 2004 SIGMOD 0.00012380613
9,863 Continuous Query Processing in Data Streams Using Duality of Data and Queries 2006 SIGMOD 4.2636378e-05
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143 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041688468