4917 BBB Building
2260 Hayward Street
University of Michigan, Ann Arbor
Ann Arbor, MI 48109
Email: xumiao [at] umich.edu
I am a final-year Ph.D. student in Computer Science and Engineering at the University of Michigan, Ann Arbor, where I am advised by Prof. Z. Morley Mao. Prior to UMich, I received my B.E. from the University of Science and Technology of China, under the supervision of Prof. Xiang-Yang Li. I was in the School of the Gifted Young and was enrolled in the Talent Program in Computer and Information Science and Technology.
I am broadly interested in computer networks and systems. My research strives to develop systems and networking support for characterizing and improving next-generation network infrastructures (e.g., 5G, LEO satellite, QUIC) and applications (e.g., connected and autonomous vehicles, VR/AR). You can find my CV here.
I am seeking both academic and industry positions and welcome opportunities to collaborate on interesting projects!
CloudEval-YAML: A Realistic and Scalable Benchmark for Cloud Configuration Generation ML4Sys @ NeurIPS '23
@article{xu2023practical,
title={A Practical Benchmark for Cloud Native YAML Configuration Generation},
author={Yifei Xu, Yuning Chen, Xumiao Zhang, Xianshang Lin, Pan Hu, Yunfei Ma, Songwu Lu, Wan Du, Z. Morley Mao, Ennan Zhai, Dennis Cai},
year={2023}
}
|
QUIC is not Quick Enough over Fast Internet arXiv
@article{zhang2023quic,
title={QUIC is not Quick Enough over Fast Internet},
author={Zhang, Xumiao and Jin, Shuowei and He, Yi and Hassan, Ahmad and Mao, Z Morley and Qian, Feng and Zhang, Zhi-Li},
journal={arXiv preprint arXiv:2310.09423},
year={2023}
}
|
On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures USENIX Security '24
@inproceedings{zhang2024on,
title={On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures},
author={Zhang, Qingzhao and Jin, Shuowei and Zhu, Ruiyang and Sun, Jiachen and Zhang, Xumiao and Chen, Qi Alfred and Mao, Z Morley},
booktitle={33nd USENIX Security Symposium (USENIX Security 24)},
year={2024}
}
|
LEO Satellite vs. Cellular Networks: Exploring the Potential for Synergistic Integration CoNEXT '23
@inproceedings{hu2023leo,
title={LEO Satellite vs. Cellular Networks: Exploring the Potential for Synergistic Integration},
author={Hu, Bin and Zhang, Xumiao and Zhang, Qixin and Varyani, Nitin and Mao, Z Morley and Feng, Qian and Zhi-Li, Zhang},
booktitle={Proceedings of the 19th International Conference on emerging Networking EXperiments and Technologies},
year={2023}
}
|
Robust Real-time Multi-vehicle Collaboration on Asynchronous Sensors MobiCom '23
@inproceedings{10.1145/3570361.3613271,
author = {Zhang, Qingzhao and Zhang, Xumiao and Zhu, Ruiyang and Bai, Fan and Naserian, Mohammad and Mao, Z. Morley},
title = {Robust Real-Time Multi-Vehicle Collaboration on Asynchronous Sensors},
year = {2023},
isbn = {9781450399906},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3570361.3613271},
doi = {10.1145/3570361.3613271},
booktitle = {Proceedings of the 29th Annual International Conference on Mobile Computing and Networking},
articleno = {57},
numpages = {15},
keywords = {vehicular networks, LiDAR, cooperative perception, autonomous cars},
location = {Madrid, Spain},
series = {ACM MobiCom '23}
}
|
A Cooperative Perception Environment for Traffic Operations and Control TRB '23
@article{chen2022cooperative,
title={A Cooperative Perception Environment for Traffic Operations and Control},
author={Chen, Hanlin and Liu, Brian and Zhang, Xumiao and Qian, Feng and Mao, Z Morley and Feng, Yiheng},
journal={arXiv preprint arXiv:2208.02792},
year={2022}
}
|
EMP: Edge-assisted Multi-vehicle Perception MobiCom '21
@inproceedings{10.1145/3447993.3483242,
author = {Zhang, Xumiao and Zhang, Anlan and Sun, Jiachen and Zhu, Xiao and Guo, Y. Ethan and Qian, Feng and Mao, Z. Morley},
title = {EMP: Edge-Assisted Multi-Vehicle Perception},
year = {2021},
isbn = {9781450383424},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3447993.3483242},
doi = {10.1145/3447993.3483242},
booktitle = {Proceedings of the 27th Annual International Conference on Mobile Computing and Networking},
pages = {545–558},
numpages = {14},
keywords = {LiDAR, edge computing, autonomous cars, cooperative sensing},
location = {New Orleans, Louisiana},
series = {MobiCom '21}
}
|
A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications SIGCOMM '21
@inproceedings{10.1145/3452296.3472923,
author = {Narayanan, Arvind and Zhang, Xumiao and Zhu, Ruiyang and Hassan, Ahmad and Jin, Shuowei and Zhu, Xiao and Zhang, Xiaoxuan and Rybkin, Denis and Yang, Zhengxuan and Mao, Zhuoqing Morley and Qian, Feng and Zhang, Zhi-Li},
title = {A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications},
year = {2021},
isbn = {9781450383837},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3452296.3472923},
doi = {10.1145/3452296.3472923},
booktitle = {Proceedings of the 2021 ACM SIGCOMM 2021 Conference},
pages = {610–625},
numpages = {16},
keywords = {5G, mmWave, energy efficiency, power characteristics, dataset, network measurement, power model, video streaming, latency},
location = {Virtual Event, USA},
series = {SIGCOMM '21}
}
|
MPBond: Efficient Network-level Collaboration Among Personal Mobile Devices MobiSys '20
@inproceedings{10.1145/3386901.3388943,
author = {Zhu, Xiao and Sun, Jiachen and Zhang, Xumiao and Guo, Y. Ethan and Qian, Feng and Mao, Z. Morley},
title = {MPBond: Efficient Network-Level Collaboration among Personal Mobile Devices},
year = {2020},
isbn = {9781450379540},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3386901.3388943},
doi = {10.1145/3386901.3388943},
booktitle = {Proceedings of the 18th International Conference on Mobile Systems, Applications, and Services},
pages = {364–376},
numpages = {13},
location = {Toronto, Ontario, Canada},
series = {MobiSys '20}
}
|
Poster: QUIC is not Quick Enough over Fast Internet IMC '23
@inproceedings{10.1145/3618257.3625002,
author = {Zhang, Xumiao and Jin, Shuowei and He, Yi and Hassan, Ahmad and Mao, Z. Morley and Qian, Feng and Zhang, Zhi-Li},
title = {Poster: QUIC is Not Quick Enough over Fast Internet},
year = {2023},
isbn = {9798400703829},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3618257.3625002},
doi = {10.1145/3618257.3625002},
booktitle = {Proceedings of the 2023 ACM on Internet Measurement Conference},
pages = {730–731},
numpages = {2},
keywords = {http/3, quic, internet measurement, transport protocol},
location = {Montreal QC, Canada},
series = {IMC '23}
}
|
Poster: Characterizing Performance and Power for mmWave 5G on Commodity Smartphones S3 '19
@inproceedings{10.1145/3349621.3355729,
author = {Zhang, Xumiao and Zhu, Xiao and Guo, Yihua Ethan and Qian, Feng and Mao, Z. Morley},
title = {Poster: Characterizing Performance and Power for MmWave 5G on Commodity Smartphones},
year = {2019},
isbn = {9781450369299},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3349621.3355729},
doi = {10.1145/3349621.3355729},
booktitle = {Proceedings of the 2019 on Wireless of the Students, by the Students, and for the Students Workshop},
pages = {14},
numpages = {1},
keywords = {smartphone, nr, rrc state machine, lte, 5g, power model, 4g},
location = {Los Cabos, Mexico},
series = {S3'19}
}
|
Demo: The Sound of Silence: End-to-End Sign Language Recognition Using SmartWatch MobiCom '17
@inproceedings{10.1145/3117811.3119853,
author = {Dai, Qian and Hou, Jiahui and Yang, Panlong and Li, Xiangyang and Wang, Fei and Zhang, Xumiao},
title = {Demo: The Sound of Silence: End-to-End Sign Language Recognition Using SmartWatch},
year = {2017},
isbn = {9781450349161},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3117811.3119853},
doi = {10.1145/3117811.3119853},
booktitle = {Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking},
pages = {462–464},
numpages = {3},
keywords = {activity recognition, wearable computing, mobile sensing},
location = {Snowbird, Utah, USA},
series = {MobiCom '17}
}
|