33 lines
2.0 KiB
YAML
33 lines
2.0 KiB
YAML
# Projects
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# uncomment the urls if you wish to display them, and add your own URL
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- project: EDDL - Edge distributed deep learning framework
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role: Leader
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duration: 2018 — Present
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# url: "#"
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description: A lite-weight c++ written framework(based on Dlib) for distributed neural network training on embedded devices and
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mobile phones. With supporting of our implemented runtime profilers, training devices can interconnect in an optimized
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network topology under various network environments.
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In our last publication, we showed our framework can perform distributed training for diverse neural networks on
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resource-limited devices. The EDDL framework also showed well scalability in large amounts of devices.
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We are currently working on network optimization on per-batch communication time and overall convergence time.
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- project: Edge Courier
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role: Leader
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duration: 2016 — 2017
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# url: "#"
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description: A proxy-based protocol for incremental file synchronization and cooperative online document editing. This protocol
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supports file hosting services including Google Drive, Dropbox, and OneDrive as well as document collaboration services
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such as G Suite and Microsoft 365.
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Edge courier can significantly decrease bandwidth consumption for collaborative editing web apps, and also showed
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advancement in cloud file storage services.
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- project: RTRouting assistant
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role: Undergraduate-level student researcher
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duration: 2013 — 2014
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# url: "#"
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description: A real time routing prototype which can guide vehicle to alternative routes with high-volume traffic prediction. The
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predicted traffic alert is generated by a pre-trained model learned from history monitored traffics, real time event
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warnings and a abnormal traffic prediction model. This project belongs to a urban computing project studied together
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by Advance computer application technology engineering research center(Beihang University) and Microsoft Research
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Asia(MSRA).
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