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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
6738
Venue
SIGMOD
Year
2023
Pagerank
4.1945683e-05
Overall Rank
11,216 | 21.98%
DOI
10.1145/3626723

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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
390 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024607299
889 Carousel: Low-Latency Transaction Processing for Globally-Distributed Data 2018 SIGMOD 0.0001557156
921 Democratizing Data Science through Interactive Curation of ML Pipelines 2019 SIGMOD 0.00015337438
1,012 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.0001464733
1,281 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.00012854744
1,612 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00011142794
1,627 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011086905
1,914 Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks 2020 SIGMOD 0.00010109102
2,456 Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities 2021 SIGMOD 8.7733773e-05
2,928 WANalytics: Analytics for a Geo-Distributed Data-Intensive World 2015 CIDR 7.8812874e-05
4,662 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 6.013415e-05
4,812 Citus: Distributed PostgreSQL for Data-Intensive Applications 2021 SIGMOD 5.9053048e-05
5,142 A Software-Defined Networking based Approach for Performance Management of Analytical Queries on Distributed Data Stores 2014 SIGMOD 5.6673393e-05
5,732 TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive Scale in Real-time 2018 SIGMOD 5.3501728e-05
5,978 Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond 2021 SIGMOD 5.2453012e-05
6,976 Flare: A Fast, Secure, and Memory-Efficient Distributed Analytics Framework 2023 VLDB 4.876497e-05
7,324 Compliant Geo-distributed Query Processing 2021 SIGMOD 4.762032e-05
8,007 A Grammar-based Entity Representation Framework for Data Cleaning 2009 SIGMOD 4.6068018e-05
9,076 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 4.401804e-05
9,773 EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data 2021 SIGMOD 4.2856106e-05
9,777 Data Augmentation for ML-driven Data Preparation and Integration 2021 VLDB 4.2856106e-05
9,778 C2Metadata: Automating the Capture of Data Transformations from Statistical Scripts in Data Documentation 2019 SIGMOD 4.2856106e-05
9,781 D2WORM: A Management Infrastructure for Distributed Data-centric Workflows 2015 SIGMOD 4.2856106e-05
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