Multimedia Network Traffic Dataset

Cloud Gaming

Citing us

Wang et al., IMC 2025
@inproceedings{wang_games_2025,
  author = {Wang, Yifan and Lyu, Minzhao and Sivaraman, Vijay},
  title = {Games Are Not Equal: Classifying Cloud Gaming Contexts for Effective User Experience Measurement},
  booktitle = {Proc. ACM Internet Measurement Conference (IMC)},
  year = {2025},
  month = {Oct},
  address = {Madison, WI, USA},
}
Lyu et al., Computer Networks 2026
@article{LYU2026112214,
  title = {Systematic Assessment of Cloud Game Adaptability for Network Conditions and User Experience},
  journal = {Computer Networks},
  year = {2026},
  author = {Minzhao Lyu and Yifan Wang and Vijay Sivaraman},
}
Lyu and Sivaraman, IEEE/ACM Transactions on Networking 2025
@ARTICLE{11219363,
  author = {Lyu, Minzhao and Sivaraman, Vijay},
  journal = {IEEE Transactions on Networking},
  title = {A Large-Scale Network Measurement Study of NVIDIA GeForce NOW Cloud Gaming in the Wild},
  year = {2025},
}

Video Streaming

Citing us

Wang et al., IMC 2024
@inproceedings{wang_characterizing_2024,
  author = {Wang, Yifan and Lyu, Minzhao and Sivaraman, Vijay},
  booktitle = {Proc. ACM Internet Measurement Conference (IMC)},
  title = {Characterizing User Platforms for Video Streaming in Broadband Networks},
  year = {2024},
  month = {Nov},
  location = {Madrid, Spain},
}

Metaverse Virtual Reality

Citing us

Lyu et al., PACM SIGMETRICS 2023
@article{lyu2023metavradar,
  title = {MetaVRadar: Measuring Metaverse Virtual Reality Network Activity},
  author = {Lyu, Minzhao and Tripathi, Rahul Dev and Sivaraman, Vijay},
  journal = {Proceedings of the ACM on Measurement and Analysis of Computing Systems},
  volume = {7},
  number = {3},
  pages = {1--29},
  year = {2023},
}