Publications

2024

1. IEEE TPDS

   Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming

   Biao Hou, Song Yang, Fan Li, and 4 more authors

   IEEE Transactions on Parallel and Distributed Systems, 2024

   DOI Bib HTML

   @article{hou2024gamora,
     author = {Hou, Biao and Yang, Song and Li, Fan and Zhu, Liehuang and Jiao, Lei and Chen, Xu and Fu, Xiaoming},
     journal = {IEEE Transactions on Parallel and Distributed Systems},
     title = {Gamora: Learning-Based Buffer-Aware Preloading for Adaptive Short Video Streaming},
     year = {2024},
     volume = {35},
     number = {11},
     pages = {2132-2146},
     doi = {10.1109/TPDS.2024.3456567},
   }

2. IEEE TSC

   NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge

   Biao Hou, Song Yang, Fan Li, and 4 more authors

   IEEE Transactions on Services Computing, 2024

   DOI Bib HTML

   @article{hou2024nova,
     author = {Hou, Biao and Yang, Song and Li, Fan and Zhu, Liehuang and Chen, Xu and Wang, Yu and Fu, Xiaoming},
     journal = {IEEE Transactions on Services Computing},
     title = {NOVA: Neural-Optimized Viewport Adaptive 360-Degree Video Streaming at the Edge},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-15},
     doi = {10.1109/TSC.2024.3451237},
   }

2023

1. IEEE INFOCOM

   EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines

   Biao Hou, Song Yang, Fernando A. Kuipers, and 2 more authors

   In IEEE Conference on Computer Communications, 2023

   DOI Bib HTML

   @inproceedings{hou2023eavs,
     author = {Hou, Biao and Yang, Song and Kuipers, Fernando A. and Jiao, Lei and Fu, Xiaoming},
     booktitle = {IEEE Conference on Computer Communications},
     title = {EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-10},
     doi = {10.1109/INFOCOM53939.2023.10229102},
   }

2021

1. IEEE IJCNN

   Real-time Surveillance Video Salient Object Detection Using Collaborative Cloud-Edge Deep Reinforcement Learning

   Biao Hou, and Junxing Zhang

   In International Joint Conference on Neural Networks, 2021

   DOI Bib HTML

   @inproceedings{hou2021real,
     author = {Hou, Biao and Zhang, Junxing},
     booktitle = {International Joint Conference on Neural Networks},
     title = {Real-time Surveillance Video Salient Object Detection Using Collaborative Cloud-Edge Deep Reinforcement Learning},
     year = {2021},
     volume = {},
     number = {},
     pages = {1-8},
     doi = {10.1109/IJCNN52387.2021.9533581}
   }

2020

1. ICA3PP

   QoE estimation of DASH-based mobile video application using deep reinforcement learning

   Biao Hou, and Junxing Zhang

   In International Conference on Algorithms and Architectures for Parallel Processing, 2020

   DOI Bib HTML

   @inproceedings{hou2020qoe,
     author = {Hou, Biao and Zhang, Junxing},
     title = {QoE estimation of DASH-based mobile video application using deep reinforcement learning},
     booktitle = {International Conference on Algorithms and Architectures for Parallel Processing},
     pages = {633--645},
     numpages = {13},
     year = {2020},
     doi = {10.1007/978-3-030-60239-0_43}
   }