CV
Basics
Name | Leyang Xue |
Label | PhD Student |
leyang.xue@ed.ac.uk | |
Url | https://drunkcoding.github.io/ |
Work
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2022.Jun - 2022.Aug Reseach Internship
Microsoft Azure for Operators
Collect 4G LTE public user activity and traffic demand; Explore the energy saving from user idle and low demand; Implement deep learning based traffic demand predictor
- Cellular Network
- Deep Learning
- Time Series
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2020.Sep - 2021.Jan Research Engineer Internship
Huawei 2012 Labs
Estimate unidentifiable link additive metrics with end-to-end measurement; Decide optimal route on under service level requirement using active probing; Cut-down shortest path computational complexity with reinforcement learning (UCB); Implement close-loop route control and monitoring system
- Data Center Network
- Network Tomography
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2018.Aug - 2019.Oct C++ Backend Engineer
UCloud
Design and implement centralized file locking and file state service; Develop L7 load balance access layer for distributed filesystem; Optimize file data block indexing in distributed system
- Distributed File System
Education
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2021.Jan - present Edinburgh, Scotland
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2014.Sep - 2018.Aug Shanghai, China
Publications
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2025.Apr Towards Energy Efficient 5G vRAN Servers
22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI)
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2024.Jul ServerlessLLM: Low-Latency Serverless Inference for Large Language Models
18th USENIX Symposium on Operating Systems Design and Implementation (OSDI)
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2024.Jan -
2022.Oct PAINT: Path Aware Iterative Network Tomography for Link Delay Inference
2022 IEEE 30th International Conference on Network Protocols (ICNP)
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2022.Jul Towards Edge-assisted Real-time 3D Segmentation of Large Scale LIDAR Point Clouds
6th International Workshop on Embedded and Mobile Deep Learning (EMDL)