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Linear Road: A Stream Data Management Benchmark

Summary: Defines the Linear Road Benchmark for Stream Data Management Systems to compare streaming and historical queries. Tests Aurora vs. a relational DB on a dynamic tolling scenario with accidents and congestion, showing SDMS outperforms by at least 5× on streaming workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9158
Venue
VLDB
Year
2004
Pagerank
0.0001938744
Overall Rank
600 | 95.83%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 40 of 40 citing papers.

Rank Citing Paper Year Venue Pagerank
191 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00035738595
340 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026841628
928 Requirements for Science Data Bases and SciDB 2009 CIDR 0.00015247726
1,226 Integrating Scale Out and Fault Tolerance in Stream Processing using Operator State Management 2013 SIGMOD 0.00013180799
1,634 Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series 2021 VLDB 0.00011058945
1,802 Towards a Streaming SQL Standard 2008 VLDB 0.00010509786
2,381 TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection 2022 VLDB 8.9327638e-05
2,508 One Size Fits All? – Part 2: Benchmarking Results 2007 CIDR 8.6308132e-05
2,623 GenBase: A Complex Analytics Genomics Benchmark 2014 SIGMOD 8.4374366e-05
2,706 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.2673299e-05
3,252 Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks 2020 SIGMOD 7.3178277e-05
3,382 Scalable and Adaptive Online Joins 2014 VLDB 7.1597145e-05
3,762 SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures 2016 SIGMOD 6.7804471e-05
4,075 Visual Road: A Video Data Management Benchmark 2019 SIGMOD 6.4691764e-05
4,488 Analyzing Efficient Stream Processing on Modern Hardware 2019 VLDB 6.145117e-05
4,649 Window-Aware Load Shedding for Aggregation Queries over Data Streams 2006 VLDB 6.0236001e-05
4,981 In-Network Support for Transaction Triaging 2021 VLDB 5.7872963e-05
5,045 Massive Scale-out of Expensive Continuous Queries 2011 VLDB 5.740793e-05
5,150 Efficient Join Synopsis Maintenance for Data Warehouse 2020 SIGMOD 5.6626586e-05
5,164 Distributed Operation in the Borealis Stream Processing Engine 2005 SIGMOD 5.6537475e-05
5,193 LightSaber: Efficient Window Aggregation on Multi-core Processors 2020 SIGMOD 5.6371049e-05
5,727 Enabling Incremental Query Re-Optimization 2016 SIGMOD 5.3510544e-05
5,866 Low-Latency Handshake Join 2014 VLDB 5.2968632e-05
6,396 GRETA: Graph-based Real-time Event Trend Aggregation 2018 VLDB 5.0824714e-05
6,654 Moirae: History-Enhanced Monitoring 2007 CIDR 4.9733876e-05
7,399 SmartBench: A Benchmark For Data Management In Smart Spaces 2020 VLDB 4.7410149e-05
7,670 Extending XQuery with Window Functions 2007 VLDB 4.682982e-05
7,710 Ananke: A Streaming Framework for Live Forward Provenance 2021 VLDB 4.6719822e-05
7,893 Changing Flights in Mid-air: A Model for Safely Modifying Continuous Queries 2011 SIGMOD 4.6240987e-05
7,930 Demonstrating PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing 2025 SIGMOD 4.613363e-05
8,140 Erebus: Explaining the Outputs of Data Streaming Queries 2023 VLDB 4.5768015e-05
9,381 MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores 2023 SIGMOD 4.3459591e-05
9,496 Scabbard: Single-Node Fault-Tolerant Stream Processing 2022 VLDB 4.3341665e-05
10,024 LPStream: Fine-grained Lazy Provenance for Stream Processing 2026 SIGMOD 4.1945683e-05
10,077 Enjima: A Resource-Adaptive Stream Processing System 2026 SIGMOD 4.1945683e-05
10,546 Evaluating Continuous Queries with Inconsistency Annotations 2025 VLDB 4.1945683e-05
10,674 Improving Time Series Data Compression in Apache IoTDB 2025 VLDB 4.1945683e-05
10,862 How Reliable Are Streams? End-to-End Processing-Guarantee Validation and Performance Benchmarking of Stream Processing Systems 2025 VLDB 4.1945683e-05
11,468 Klink: Progress-Aware Scheduling for Streaming Data Systems 2021 SIGMOD 4.1945683e-05
12,252 Cloudy: A Modular Cloud Storage System 2010 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank Cited Paper Year Venue Pagerank
41 NiagaraCQ: A Scalable Continuous Query System for Internet Databases 2000 SIGMOD 0.00073964959
142 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00041725802
194 Query Processing, Resource Management, and Approximation in a Data Stream Management System 2003 CIDR 0.00035426067
205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
2,407 Operator Scheduling in a Data Stream Manager* 2003 VLDB 8.8804679e-05
Previous Page 1 / 1 Next

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205 Monitoring Streams – A New Class of Data Management Applications 2002 VLDB 0.00034731577
4,075 Visual Road: A Video Data Management Benchmark 2019 SIGMOD 6.4691764e-05
2,706 Design, Implementation, and Evaluation of the Linear Road Benchmark on the Stream Processing Core 2006 SIGMOD 8.2673299e-05