@conference {1767,
	title = {AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics},
	booktitle = {IEEE INFOCOM 2023, New York, USA},
	year = {2023},
	month = {05/2023},
	author = {Tingting Yuan and Weijun Wang and Liang Mi and Haipeng Dai and Xiaoming Fu}
}
@article {1790,
	title = {Alleviating Educational Inequality in Math with the Aid of Online Shadow Education - The impact of equal access and equal quality mechanisms},
	journal = {Education and Information Technologies},
	year = {2023},
	month = {09/2023},
	abstract = {<p>This paper aims to investigate whether online private supplementary education, also known as shadow education, can alleviate educational inequality and what types of mechanisms can help alleviate it. We investigate this using an online learning platform dataset (3,603 anonymous students from China) with additional data from multiple sources and employ geospatial analyses to measure students{\textquoteright} socioeconomic, regional and rural/urban inequalities. We find that taking part in online education narrows the performance gap in mathematics between privileged and unprivileged students in terms of school status and regional disparity in China. Theoretically, two micro-level mechanisms explain the alleviating differences: 1) equal access mechanism: students from lower city tiers and low-status schools show greater score improvement when having equal access to online education; 2) equal quality mechanism: students from rural regions improve their in-class rankings more substantially if they receive equal quality online education with the same tutoring and learning environment alongside urban students. This study comprehensively looks at the different effects of two mechanisms of online education{\textemdash}equal access and equal quality{\textemdash}for alleviating various types of inequality. Thus we speak to both educational inequality and digital inequality theory, finding that equal access to online education is not enough for rural students, as they also need access to classes of equal educational quality with their urban counterparts.</p>
},
	doi = {10.1007/s10639-023-12214-5},
	url = {https://doi.org/10.1007/s10639-023-12214-5},
	author = {Xin Gao and Jar-Der Luo and Hui Chen and Yuanyi Zhen and Jiaquan Zhang and Xiaoming Fu}
}
@article {1759,
	title = {Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks},
	journal = {IEEE Network},
	volume = {36},
	year = {2022},
	month = {09/2022},
	pages = {48-54},
	abstract = {<p>Quantum entanglement brings high-speed and inherently privacy-preserving transmission for information communication in quantum networks. The qubit scarcity is an important issue that cannot be ignored in quantum networks due to the limited storage capacity of quantum device, the short lifespan of qubits, etc. In this article, we first formulate the qubit competition problem as the Cooperative-Qubit-Allocation-Problem (CQAP) by taking into account both the waiting time and the fidelity of end-to-end entanglement with the given transmission link set. We then model the CQAP as a Markov Decision Process (MDP) and adopt Reinforcement Learning (RL) algorithm to self-adaptively and cooperatively allocate qubits among quantum repeaters. Further, we introduce Active Learning (AL) algorithm to improve the efficiency of RL algorithm by reducing its trialerror times. Simulation results demonstrate that our proposed algorithm outperforms the benchmark algorithms, with 23.5 ms reduction on average waiting time and 19.2 improvement on average path maturity degree, respectively.</p>
},
	keywords = {Quantum entanglement, quantum networks, qubit allocation, reinforcement learning},
	author = {Yanan Gao and Song Yang and Fan Li and Xiaoming Fu}
}
@conference {1732,
	title = {A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV},
	booktitle = {The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021)},
	year = {2021},
	month = {06/2021},
	author = {Nan He and Song Yang and Fan Li and Stojan Trajanovski and Fernando A. Kuipers and Xiaoming Fu}
}
@article {1699,
	title = {Achieving Efficient Failure Resiliency for Network Function Virtualization based Services},
	journal = {IEEE/ACM Transactions on Networking},
	volume = {28},
	year = {2020},
	month = {04/2020},
	pages = {639-652},
	doi = {10.1109/TNET.2020.2969961},
	url = {https://ieeexplore.ieee.org/document/9007021},
	author = {Sameer G. Kulkarni and Guyue Liu and K. K. Ramakrishnan and Mayutan Arumaithurai and Timothy Wood and Xiaoming Fu}
}
@article {1709,
	title = {Achieving High Throughput for Heterogeneous Networks with Consecutive Caching and Adaptive Retrieval},
	journal = {IEEE Transactions on Network Science and Engineering},
	volume = {7},
	year = {2020},
	month = {07/2020},
	doi = {10.1109/TNSE.2020.3010939},
	url = {https://doi.org/10.1109/TNSE.2020.3010939},
	author = {Ruidong Li and Kazuhisa Matsuzono and Hitoshi Asaeda and Xiaoming Fu}
}
@conference {1690,
	title = {ADA: Adaptive Deep Log Anomaly Detector},
	booktitle = {IEEE INFOCOM 2020},
	year = {2020},
	month = {07/2020},
	keywords = {*Both are first authors with with equal contributions.},
	author = {Yali Yuan* and Sripriya Srikant Adhatarao* and Mingkai Lin and Yachao Yuan and Zheli Liu and Xiaoming Fu}
}
@conference {1677,
	title = {Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks},
	booktitle = {ACM SIGCOMM 2019 Poster Session},
	year = {2019},
	month = {08/2019},
	publisher = {ACM},
	organization = {ACM},
	address = {Beijing, China},
	author = {Yali Yuan and Chencheng Liang and Megumi Kaneko and Lingjun Pu and Xiaoming Fu}
}
@conference {DBLP:conf/secon/ZhangZLZ018,
	title = {{AHT:} Application-Based Handover Triggering for Saving Energy in Cellular Networks},
	booktitle = {15th Annual {IEEE} International Conference on Sensing, Communication, and Networking, {SECON} 2018, Hong Kong, China, June 11-13, 2018},
	year = {2018},
	pages = {91{\textendash}99},
	publisher = {{IEEE}},
	organization = {{IEEE}},
	doi = {10.1109/SAHCN.2018.8397106},
	url = {https://doi.org/10.1109/SAHCN.2018.8397106},
	author = {Di Zhang and Yuezhi Zhou and Xiang Lan and Yaoxue Zhang and Xiaoming Fu}
}
@conference {1641,
	title = {Autonomous Edge Resource Organization with Smallcell Integration in 5G},
	booktitle = {2018 {IEEE} International Conference on Communications Workshops, {ICC} Workshops 2018, Kansas City, MO, USA, May 20-24, 2018},
	year = {2018},
	doi = {10.1109/ICCW.2018.8403593},
	url = {https://doi.org/10.1109/ICCW.2018.8403593},
	author = {Ahsan Malik and Xun Xiao and Ramin Khalili and Mayutan Arumaithurai and Xiaoming Fu and Zoran Despotovic and Artur Hecker}
}
@conference {DBLP:conf/networking/TaoCF15,
	title = {{AS} path inference: From complex network perspective},
	booktitle = {Proceedings of the 14th {IFIP} Networking Conference, Networking 2015, Toulouse, France, 20-22 May, 2015},
	year = {2015},
	pages = {1{\textendash}9},
	publisher = {{IEEE}},
	organization = {{IEEE}},
	doi = {10.1109/IFIPNetworking.2015.7145303},
	url = {https://doi.org/10.1109/IFIPNetworking.2015.7145303},
	author = {Narisu Tao and Xu Chen and Xiaoming Fu},
	editor = {Rahim Kacimi and Zoubir Mammeri}
}
@conference {DBLP:conf/iwqos/XuYWLLF10,
	title = {{APEX:} {A} personalization framework to improve quality of experience for DVD-like functions in {P2P} VoD applications},
	booktitle = {18th International Workshop on Quality of Service, IWQoS 2010, Beijing, China, 16-18 June 2010.},
	year = {2010},
	pages = {1{\textendash}9},
	publisher = {{IEEE}},
	organization = {{IEEE}},
	doi = {10.1109/IWQoS.2010.5542758},
	url = {https://doi.org/10.1109/IWQoS.2010.5542758},
	author = {Tianyin Xu and Baoliu Ye and Qinhui Wang and Wenzhong Li and Sanglu Lu and Xiaoming Fu}
}
@conference {DBLP:conf/icc/NeumannFZ10,
	title = {{ARA:} {A} Routing and Forwarding Scheme for Coordinated Wide Area Mobility},
	booktitle = {Proceedings of {IEEE} International Conference on Communications, {ICC} 2010, Cape Town, South Africa, 23-27 May 2010},
	year = {2010},
	pages = {1{\textendash}6},
	publisher = {{IEEE}},
	organization = {{IEEE}},
	doi = {10.1109/ICC.2010.5502061},
	url = {https://doi.org/10.1109/ICC.2010.5502061},
	author = {Niklas Neumann and Xiaoming Fu and Gong Zhang}
}
@article {DBLP:journals/rfc/rfc4094,
	title = {Analysis of Existing Quality-of-Service Signaling Protocols},
	journal = {{RFC}},
	volume = {4094},
	year = {2005},
	pages = {1{\textendash}45},
	doi = {10.17487/RFC4094},
	url = {https://doi.org/10.17487/RFC4094},
	author = {Jukka Manner and Xiaoming Fu}
}
