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Yang Hu - Assistant Professor in ECE, UTD
Welcome to Yang Hu (胡杨)'s page |
I am actively looking for PhD students!
Education
- Ph.D. (Advisor: Dr. Tao Li ), Department of Electrical and Computer Engineering, University of Florida, 2017
- MS.(Advisor: Shouyi Yin ), Institute of Microelectronics, Tsinghua University, Beijing, China, May 2011.
- BS., School of Electronic Information Engineering,
Tianjin University, Tianjin, China, July 2007.
Research
- Research Interests and Projects
- Data Center Power Management
- Renewable energy as data center power source [ISCA 2015][Micro 2013]
- Cutting-edge energy storage device in data center [ISCA 2015]
- Management operation scheduling in software defined data centers [ICS 2016]
- OpenStack
- Power/energy monitoring framework for scale-out cloud platform [Patents pending]
- GPU Accelerated CNN Application
- High performance GPU library for CNN acceleration [PACT 2016]
- User satisfactory-aware framework for GPU-based pervasive deep learning acceleration [HPCA 2017, Best Paper Nominee]
- Architecture support for NFV/SDN
- Thread scheduling for NFV applications on NUMA architecture [MICRO 2016]
- Solving the last level cache interference issues in container-based NFV platform [ASPLOS 2017]
- NFV service chain acceleration on heterogeneous platform [HPCA 2018, Best Paper Nominee]
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Tsinghua National Laboratory for Information Science and Technology
- SoC architecture verification with SystemC TLM 2.0 model
- Wireless Network on Chip architecture
Honors and Awards
Selected Publication
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- [ISCA 2018] Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, and Tao Li, "Prediction based Execution on Deep Neural Networks", [paper]
- [HPCA 2018] Yang Hu, and Tao Li, "Enabling Efficient Network Service Function Chain Deployment on Heterogeneous Server Platform", [paper]
- [HPCA 2018] Mingcong Song, Kan Zhong, Jiaqi Zhang, Yang Hu, Duo Liu, Weigong Zhang, Jing Wang, and Tao Li, "In-situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems", [paper]
- [SC 2017] Siyang Li, Jiwu Shu, Youyou Lu, Yang Hu, and Tao Li, "LocoFS: A Loosely-Coupled Metadata Service for Distributed File System", [paper]
- [ASPLOS 2017] Yang Hu, Mingcong Song, and Tao Li, "Towards Architectural Support for “Full Containerization” in Container Based Network Function Virtualization", to appear in ASPLOS 2017 [paper]
- [HPCA 2017] Mingcong Song, Yang Hu, Huixiang Chen, and Tao Li, "Towards Pervasive and User Satisfactory CNN across GPU Microarchitectures", to appear in HPCA 2017 [paper]
- [MICRO 2016] Yang Hu*, Mingcong Song*, and Tao Li, "Towards Efficient Server Architecture for Virtualized Network Function Deployment: Implications and Implementations", MICRO 2016 [paper]
- [PACT 2016] Mingcong Song*, Yang Hu*, and Tao Li, "Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small", PACT 2016 [paper]
- [ICS 2016] Yang Hu, Chao Li, Longjun Liu, and Tao Li, "HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers", ICS 2016 [paper]
- [ICS 2016] Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Tao Li, Jingmin Xin and Nanning Zheng, "Towards an Adaptive Multi-Power-Source Datacenter", ICS 2016
- [ISCA 2015] Chao Li*, Yang Hu*, Longjun Liu*, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, and Tao Li, "Towards Sustainable In-Situ Server Systems in the Big Data Era", ISCA 2015 [paper]
- [ISCA 2015] Longjun Liu*, Chao Li*, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin and Nanning Zheng, "HEB: Deploying and Managing Hybrid Energy Buffers for Improving Datacenter Efficiency and Economy", ISCA 2015 [paper]
- [DSN 2015] Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin and Nanning Zheng, "BAAT: Towards Dynamically Managing
Battery Aging in Green Datacenters", DSN 2015
- [CAL 2014] Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li. "Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency", IEEE Computer Architecture Letters 2014 (CAL) (Best of Computer Architecture Letters)
- [MICRO 2013] Chao Li, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, and Tao Li, "Enabling Datacenter Servers to Scale Out Economically and Sustainably", MICRO-46 - International Symposium on Microarchitecture. December 2013
- [IEICE] Shouyi Yin, Yang Hu, Zhen Zhang, Leibo Liu, and Shaojun Wei, "Hybrid Wired/Wireless On-Chip Network Design for Application-Specific SoC", IEICE Transactions on Electronics, 2012 [paper]
Professional Activities
- Program Committee Member: ICDCS 2018, HPCA 2018, EDCS 2016 in conjunction with ISCA 2016
- Conference Organizer: ICS 2018, registration chair
- Journal Reviewer: IEEE TPDS, IEEE TC, IEEE CAL
- Conference Paper Reviewer: ISCA, HPCA, MICRO, ASPLOS, ICS, ICDCS, IPDPS, DAC, ICPP
- Workshop Paper Reviewer: ASBD, CoolDC
Other Interesting Links