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Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet

Summary: SNESet is a large-scale active measurement dataset of QoS and QoE for 8 VSAs across 798 edge sites, 30 cities, and 3 ISPs over four months. It offers richer metric diversity and vertical/horizontal coverage than public datasets, enabling QoS to QoE analysis to guide edge deployments, providers, and optimizers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6800
Venue
SIGMOD
Year
2023
Pagerank
5.093636e-05
Overall Rank
11,417 | 21.67%
DOI
10.1145/3626723

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

Authors

BibTeX Citation

@inproceedings{li_sigmod23,
        title = {{Demystifying the QoS and QoE of Edge-hosted Video Streaming Applications in the Wild with SNESet}},
        author = {Li, Yanan and Deng, Guangqing and Bai, Changming and Yang, Jingyu and Wang, Gang and Zhang, Hao and Bai, Jin and Yuan, Haitao and Xu, Mengwei and Wang, Shangguang},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3626723},
        url = {https://dl.acm.org/doi/10.1145/3626723},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
208 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024968157
725 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014617251
1,004 Democratizing Data Science through Interactive Curation of ML Pipelines 2019 SIGMOD 0.00012701932
1,077 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.00012269438
1,323 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011152602
1,351 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00011064851
1,402 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010888094
1,570 Carousel: Low-Latency Transaction Processing for Globally-Distributed Data 2018 SIGMOD 0.00010334131
2,657 Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities 2021 SIGMOD 8.2887895e-05
3,494 WANalytics: Analytics for a Geo-Distributed Data-Intensive World 2015 CIDR 7.3642231e-05
3,758 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 7.1471346e-05
4,156 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 6.86587e-05
4,966 Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond 2021 SIGMOD 6.4225454e-05
5,187 A Software-Defined Networking based Approach for Performance Management of Analytical Queries on Distributed Data Stores 2014 SIGMOD 6.3279213e-05
5,539 TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time 2018 SIGMOD 6.1817228e-05
7,165 Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework 2023 VLDB 5.6847858e-05
7,258 Compliant Geo-distributed Query Processing 2021 SIGMOD 5.6614636e-05
7,894 A Grammar-based Entity Representation Framework for Data Cleaning 2009 SIGMOD 5.5204248e-05
9,129 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 5.318789e-05
9,929 EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data 2021 SIGMOD 5.1955087e-05
9,930 Data Augmentation for ML-driven Data Preparation and Integration 2021 VLDB 5.1955087e-05
9,931 C2Metadata: Automating the Capture of Data Transformations from Statistical Scripts in Data Documentation 2019 SIGMOD 5.1955087e-05
9,935 D2WORM: A Management Infrastructure for Distributed Data-centric Workflows 2015 SIGMOD 5.1955087e-05
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