教师名录

郑文立 特别副研究员

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办公室电话:021-34207191

办公地点:电信群楼3号楼535

电子邮件:zheng-wl@google0123.com

实验室: 新兴并行计算研究中心

  • 研究兴趣
  • 教育背景
  • 工作经验
  • 教授课程
  • 论文发表
  • 项目资助
  • 获奖信息
  • 学术服务

(1) 大规模计算系统与高能效计算:研究大规模计算系统的资源管理、负载调度与能耗优化,提高性能、能效与资源利用率,支持云计算、边缘计算、绿色计算等重要领域。

(2) 大数据计算与分布式机器学习:研究基于数据驱动计算理论的运行时优化方法,综合分析复杂运行环境,提高数据处理性能,应用于流式计算、深度学习、移动智能计算等热门场景。

(3) 多主体计算:研究由多个计算主体组成的协同计算系统,发挥区块链、可信计算等前沿技术的关键作用,提高效率、兼顾公平,支持多云计算、联邦学习、群智计算等新兴领域。

【正在招收2020级研究生,欢迎有相同或相近研究兴趣的同学前来联系】


2012 – 2016  Ph.D. Electrical and Computer Engineering, The Ohio State University (OSU)

2010 – 2012  M.S. Computer Engineering, University of Southern California (USC)

2006 – 2010  B.S. Electrical and Computer Engineering, Shanghai Jiao Tong University (SJTU)

2012-2016年:美国俄亥俄州立大学,研究助理

2016年至今:上海交通大学计算机科学与工程系,特别副研究员(助理教授),硕士生导师

2018年至今:上海交通大学计算机科学与工程系,博士生导师


2017年秋季:CS902 程序设计思想与方法(C++)

2018年春季:CS235 数据中心技术

2018年秋季:CS154 程序设计思想与方法(C++)

2020年:

- Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng, Quan Chen, Chao Li, Jingwen Leng, and Minyi Guo, "OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment", International Conference on Parallel Processing (ICPP), 2020.

- Xiaofeng Hou, Chao Li, Jianghang Yang, Wenli Zheng, Xiaoyao Liang, and Minyi Guo, "Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers", IEEE Transactions on Cloud Computing (TCC), 2020.

- Quan Chen, Mengze Wei, Wenyi Zhao, Hao Dai, Jingwen Leng, Chao Li, Wenli Zheng, and Minyi Guo, "Predicting and Reining in Application-level Slowdown on Spatial Multitasking GPUs", Elsevier Journal of Parallel and Distributed Computing (JPDC), 2020.

- Jie Zhou, Zichen Xu, Wenli Zheng and Yuhao Wang, "CAPMAN: Cooling and Active Power Management in big.LITTLE Battery Supported Devices", International Conference on Distributed Computing Systems (ICDCS), 2020.

- Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, and Minyi Guo, "Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers", International Parallel and Distributed Processing Symposium (IPDPS), 2020


2019年:

Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, and Minyi Guo, "When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management", International Conference on Parallel Processing (ICPP), 2019.

- Quan Chen, Zhenning Wang, Jingwen Leng, Chao Li, Wenli Zheng, and Minyi Guo, "Avalon: Towards QoS Awareness and Improved Utilization through Multi-Resource Management in Datacenters", International Conference on Supercomputing (ICS), 2019.

- Wenli Zheng, Xiaorui Wang, Yue Ma, Chao Li, Hao Lin, Bin Yao, Jianfeng Zhang, and Minyi Guo, "SprintCon: Controllable and Efficient Computational Sprinting for Data Center Servers", International Parallel and Distributed Processing Symposium (IPDPS), 2019.

- Wenyi Zhao, Quan Chen, Hao Lin, Jianfeng Zhang, Jingwen Leng, Chao Li, Wenli Zheng, Li Li, and Minyi Guo, "Themis: Predicting and Reining in Application-Level Slowdown on Spatial Multitasking GPUs", International Parallel and Distributed Processing Symposium (IPDPS), 2019.


2018年:

- Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, and Minyi Guo, “Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done about It”, International Conference on Computer Design (ICCD), October 2018 (Best Paper Award).


2017年:

-  Kuangyu Zheng, Wenli Zheng, Li Li, and Xiaorui Wang, "PowerNetS: Coordinating Data Center Network with Servers and Cooling for Power Optimization", IEEE Transactions on Network and Service Management (TNSM), 2017.

-  Wenli Zheng, Kai Ma, and Xiaorui Wang, "Hybrid Energy Storage with Supercapacitor for Cost-efficient Data Center Power Shaving and Capping", IEEE Transactions on Parallel and Distributed Systems (TPDS), 28(4): 1105-1118, April 2017.


2016年以前:

-  Wenli Zheng, Kai Ma, and Xiaorui Wang, “TECfan: Coordinating Thermoelectric Cooler, Fan, and DVFS for CMP Energy Optimization”, International Parallel and Distributed Processing Symposium (IPDPS), 2016.
-  Li Li, Wenli Zheng, Xiaodong Wang, and Xiaorui Wang, “Data Center Power Minimization with Placement Optimization of Liquid-Cooled Servers and Free Air Cooling”, Elsevier Sustainable Computing, 11(1): 3-15, September 2016.
-  Wenli Zheng, Kai Ma, and Xiaorui Wang, “TE-Shave: ReducingDataCenterCapital and Operating Expenses with Thermal Energy Storage”, IEEE Transactions on Computers (TC), 64(11): 3278-3292, 2015.
-  Wenli Zheng and Xiaorui Wang, “Data Center Sprinting: Enabling Computational Sprinting at the Data Center Level”, International Conference on Distributed Computing Systems (ICDCS), 2015.
-  Wenli Zheng, Kai Ma, and Xiaorui Wang, “Exploiting Thermal Energy Storage to Reduce Data Center Capital and Operating Expenses”, International Symposium on High Performance Computer Architecture (HPCA), 2014.
-  Marco Brocanelli, Wenli Zheng, and Xiaorui Wang, “Reducing the Expenses of Geo-distributed Data Centers with Portable Containerized Modules”, International Symposium on Computer Performance, Modeling, Measurements, and Evaluation (Performance), 2014.

-  Li Li, Wenli Zheng, Xiaodong Wang, and Xiaorui Wang, “Coordinating Liquid and Free Air Cooling with Workload Allocation for Data Center Power Minimization”,  International Conference on Autonomic Computing (ICAC), 2014.
-  Li Li, Wenli Zheng, Xiaodong Wang, and Xiaorui Wang, “Placement Optimization of Liquid-Cooled Servers for Power Minimization in Data Centers”, International Green Computing Conference (IGCC), 2014.


2019年:

- GF重点研发计划项目课题:*,主持,2019

- 国家自然科学基金重点项目:面向大数据高效处理的体系结构与关键技术,参与,2019-2023

- 国家自然科学基金重点项目:软件定义的天地一体化信息网络理论与关键技术,参与,2019-2023

- 上海交大-大阪大学战略合作发展基金项目:面向智慧城市的可靠去中心化数据平台,主持,2019-2021

- 上海交大科技发展研究基金项目:运用群体智能发展国产操作系统的战略研究,主持,2019-2020

- 微软亚洲研究院铸星计划:时变计算容量与异步并行,2019


2018年:

- 国家自然科学基金青年科学基金项目:基于非IT设备虚拟化的主机托管式数据中心能耗管理,主持,2018-2020

- Ankr Network-上海交大校企合作项目:岸柯分布式云平台,主持,2018-2019


- 中国计算机学会,体系结构专委会,2017年至今


- Web Chair, International Symposium on Reliable Distributed Systems (SRDS), 2020

- PC Member, International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS), 2020

- PC Member, International Conference on Network and Parallel Computing (NPC), 2019

- PC Member, Advanced Computer Architecture (ACA), 2018
- Submission Chair and PC Member, International Conference on Autonomic Computing (ICAC), 2017
- Submission Chair, International Symposium on Quality of Service (IWQoS), 2016


- Reviewer, IEEE Transactions on Cloud Computing (TCC), 2016-present
- Reviewer, IEEE Transactions on Parallel and Distributed Systems (TPDS), 2015-2018
- Reviewer, IEEE Transactions on Computers (TC), 2016
- Reviewer, Elsevier Sustainable Computing, Informatics and Systems (SUSCOM), 2016 
- Reviewer, ASP Journal of Low Power Electronics (JOLPE), 2016


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