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86 lines
4.4 KiB
Markdown
---
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permalink: /about.html
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---
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# Pengzhan Hao
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**Position:** Research Assistant in MOSLab
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**Education:** Doctoral Student of SUNY at Binghamton
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**Email:** phao3 at binghamton dot edu
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## Education
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- 2017.08 - Ph.D. in Computer Science, Binghamton University, NY, USA
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- 2015.08 - 2017.05 M.S in Computer Science, Binghamton University, NY, USA
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- 2011.08 - 2015.06 B.E in Software Engineering, Beihang University, Beijing, China
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## Experience
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- 2016.10 - ***Research Assistant*** @ Mobile and Operating System Lab, Binghamton University
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- Advised by Professor [Yifan Zhang](https://buzhangy.github.io/)
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- Edge-based distributed deep learning
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- Implemented a system for time-sensitive, edge-based distributed neural network training scenarios with state-of-the-art performance.
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- Applied empirical experiments to show potential opportunities in Edge-based/Mobile-based distributed neural network training.
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- Investigated heterogeneous-aware training tasks scheduling problem.
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- Edge Computing
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- Envision edge computing’s work-flow in end device performance(latency, traffic) improving.
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- Applied empirical experiments on different edge computing work-flow and propose/implement related solutions.
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- Design and implement an edge-based multi-tier system for decreasing bandwidth usage from endpoint mobile device.
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- 2013.10 - 2014.09 ***Research Intern*** @ Advanced computer application technology engineering Research Center, Ministry of Education, China
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- Analyzed real-time routing problem and reliable algorithm design
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- Led and developed a routing system mostly backend server program
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- Participated in vehicle internet research
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- Supervised by Juhua Pu, Zhang Xiong, Related project: Urban Computing
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- 2013.10 - 2014.01 ***Research Intern*** @ Institute of Software, Chinese Academy of Sciences, China
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- Analyzed mobile OS kernel and Localized portion with C language
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- Supervised by Cangzhou Yuan
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## Research projects
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- [EDDL: Edge-based distributed deep learning](https://github.com/CoderSherlock/dlib-exper)
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- [Edge Courier: Edge-involved Cloud file synchronization service](https://github.com/bumoslab/EdgeCourier) *Original repository(private)*
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- Real time routing planner *Original repository(private)*
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- [Map preprocessing driver](https://github.com/CoderSherlock/Project-OSCF.git)
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## Publications
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- **[EDDL: A Distributed Deep Learning System for Resource-limited Edge Computing Environment](/static/2021-12/eddl-sec21.pdf)** **[[slide]()]**
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**Pengzhan Hao**, and Yifan Zhang
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The Sixth ACM/IEEE Symposium on Edge Computing (**ACM/IEEE SEC**)
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San Jose, CA, USA, 2021.
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- **[A Case for Web Service Bandwidth Reduction on Mobile Devices with Edge-hosted Personal Services](/static/2021-10/eta-infocom18.pdf)**
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Yongshu Bai, **Pengzhan Hao**, and Yifan Zhang
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The 37th IEEE International Conference on Computer Communications (**IEEE INFOCOM**)
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Honolulu, HI, USA, 2018.
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- **[EdgeCourier: An Edge-hosted Personal Service for Low-bandwidth Document Synchronization in Mobile Cloud Storage Services](/static/2018-02/a7-hao.pdf)** **[[slide]()]**
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**Pengzhan Hao**, Yongshu Bai, Xin Zhang, and Yifan Zhang
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The 2nd ACM/IEEE Symposium on Edge Computing (**ACM/IEEE SEC**)
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San Jose, CA, USA, 2017.
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- **[Poster: Securing Device Inputs for Smartphones Using Hypervisor Based Approach](/static/2017-07/p169-zhang.pdf)**
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Xin Zhang, Yongshu Bai, **Pengzhan Hao**, and Yifan Zhang
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The 15th ACM International Conference on Mobile Systems, Applications, and Services (**ACM MobiSys**)
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Niagara Falls, NY, USA, 2017.
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- **[Poster: EPS - Edge-hosted Personal Services for Mobile Users](/static/2017-07/p163-hao.pdf) [[poster](/static/2017-07/eps_poster.pdf)]**
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**Pengzhan Hao**, Yongshu Bai, Xin Zhang, and Yifan Zhang
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The 15th ACM International Conference on Mobile Systems, Applications, and Services (**ACM MobiSys**)
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Niagara Falls, NY, USA, 2017.
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## Teaching
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- Operating system (Graduate level)
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- Operating system (Undergraduate level)
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- Introduction to distributed system (Graduate level)
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## Misc
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