CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles

Summary: CarStream: an industrial big-data system for Internet-of-Vehicles, built to process massive, high-frequency vehicle data at scale. With 30k vehicles and 40 TB accumulated over three years, it supports multi-type data and reveals scalability and maintenance lessons for driving-data streams. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11646
Venue: VLDB
Year: 2017
Pagerank: 5.093636e-05
Overall Rank: 12,008 | 17.62%
DOI: 10.14778/3137765.3137787

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Mingming Zhang (Beihang University)
2. Tianyu Wo (Beihang University)
3. Tao Xie (University of Illinois Urbana-Champaign)
4. Xuelian Lin (Beihang University)
5. Yaxiao Liu (Tsinghua University)

BibTeX Citation

@article{zhang_vldb17,
        title = {{CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles}},
        author = {Zhang, Mingming and Wo, Tianyu and Xie, Tao and Lin, Xuelian and Liu, Yaxiao},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {12},
        pages = {1766--1770},
        doi = {10.14778/3137765.3137787},
        url = {https://doi.org/10.14778/3137765.3137787},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited 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
612	Twitter Heron: Stream Processing at Scale	2015	SIGMOD	0.0001573018
1,067	Hadoop-GIS: A High Performance Spatial Data Warehousing System over MapReduce	2013	VLDB	0.00012327784
1,090	Scalable Distributed Stream Processing	2003	CIDR	0.0001224178
1,171	Photon: Fault-tolerant and Scalable Joining of Continuous Data Streams	2013	SIGMOD	0.00011826434
1,324	Apache Hadoop Goes Realtime at Facebook	2011	SIGMOD	0.00011149314
1,389	Realtime Data Processing at Facebook	2016	SIGMOD	0.00010943767
1,639	Summingbird: A Framework for Integrating Batch and Online MapReduce Computations	2014	VLDB	0.00010155021
2,655	Executing Stream Joins on the Cell Processor	2007	VLDB	8.2888851e-05
4,480	LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data	2016	VLDB	6.67565e-05
9,319	TrafficDB: HERE’s High Performance Shared-Memory Data Store	2016	VLDB	5.289545e-05

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