姓名：裴丹

职称：副教授

主页：http://netman.ai/~peidan

教育背景

工学学士 (计算机科学与技术), 清华大学, 中国, 1997;

工学硕士 (计算机科学与技术), 清华大学, 中国, 2000;

博士 (计算机科学), 加州大学洛杉矶分校, 美国, 2005.

研究领域

AIOps: Artificial Intelligence for IT Operations

奖励与荣誉

千人计划（青年项目） （2012）

ACM Senior Member （2011）

IEEE Senior Member （2011)

加州大学洛杉矶分校计算机系最佳博士论文 （2005）

学术成果

PreFix: Switch Failure Prediction in Datacenter Networks. Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, Jiahao Bu, Sen Yang, Peixian Liang, Dan Pei, Jun (Jim) Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Lei Song. SIGMETRICS 2018, Irvine, California, USA, June 18-22, 2018.

Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications. Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang and Honglin Qiao. WWW 2018, Lyon, France, 23-27 April 2018.

F2Tree: Rapid Failure Recovery for Routing in Production Data Center Networks. Guo Chen,  Youjian Zhao, Hailiang Xu, Dan Pei,  Dan Li. IEEE/ACM Transactions on Networking. March 2017.

Why it Takes so Long to Connect to a WiFi Access Point? Changhua Pei,  Zhi Wang, Youjian Zhao, Zihan Wang, Yuan Meng, Dan Pei, Yuanquan Peng, Wenliang Tang, Xiaodong Qu. INFOCOM 2017, Atlanta, Georgia, USA, May 1-4.

EDUM: Classroom Education Measurements via Large-scale WiFi Networks.Mengyu Zhou, Minghua Ma, Yangkun Zhang, Kaixin Sui, Dan Pei, Thomas Moscibroda. UbiComp 2016, Heidelberg, Germany, September 2016.

Fast and Cautious: Leveraging Multi-path Diversity for Transport Loss Recovery in Data Centers. Guo Chen, Yuanwei Lu, Yuan Meng, Bojie Li, Kun Tan, Dan Pei, Peng Cheng, Layong (Larry) Luo, Yongqiang Xiong, Xiaoliang. USENIX ATC 2016, Denver, CO, USA, June 2016.

Characterizing and Improving WiFi Latency in Large-Scale Operational Networks. Kaixin Sui, Mengyu Zhou, Dapeng Liu, Minghua Ma, Dan Pei, Youjian Zhao, Zimu Li, Thomas Moscibroda. MobiSys 2016, Singapore, June 2016

FOCUS: Shedding Light on the High Search Response Time in the Wild. Dapeng Liu, Youjian Zhao, Kaixin Sui, Lei Zou, Dan Pei, Qingqian Tao, Xiyang Chen, Dai Tan. INFOCOM 2016, San Francisco, CA, USA, Apr 2016

WiFi can Be the Weakest Link of Round Trip Network Latency. Changhua Pei, Youjian Zhao, Guo Chen, Ruming Tang, Yuan Meng, Minghua Ma, Ken Ling, Dan Pei. INFOCOM 2016, San Francisco, CA, USA, Apr 2016.

Rapid and Robust Impact Assessment of Software Changes in Large Internet-based Services. Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang. ACM CoNEXT 2015, Heidelberg, Germany, Dec 2015

Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning. Dapeng Liu, Youjian Zhao, Haowen Xu, Yongqian Sun, Dan Pei, Jiao Luo, Xiaowei Jing, Mei Feng. ACM IMC 2015, Tokyo, Japan, Oct 2015

Kaixin Sui, Youjian Zhao, Dan Pei, Zimu Li. How Bad Are The Rogues' Impact on Enterprise 802.11 Network Performance? INFOCOM 2015, Hongkong, China, April 27-30, 2015.

Yaodong Zhao, Yue Wang, Dan Pei, Jian Yuan. Multi-AS Cooperative Incoming Traffic Engineering in a Transit-Edge Separate Internet. Elsevier Computer Networks Journal, 2014.

He Yan, Lee Breslau, Zihui Ge, Daniel Massey, Dan Pei, Jennifer Yates. G-RCA: A Generic Root Cause Analysis Platform for Service Quality Management in Large IP Networks. ACM/IEEE Transactions on Networking. 2012.

Suk-Bok Lee, Dan Pei et al. Threshold Compression for 3G Scalable Monitoring. IEEE INFOCOM 2012. Orlando, FL. April 2012.

Tongqing Qiu, Lusheng Ji, Dan Pei, Jia Wang, and Jim Xu. TowerDefense: Deployment Strategies for Battling against IP Prefix Hijacking. 18th IEEE International Conference on Network Protocols (ICNP 2010). Kyoto, Japan, Oct 5-8, 2010.

Ricardo Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, and Lixia Zhang. The (in)Completeness of the Observed Internet AS-level Structure. ACM/IEEE Transactions on Networking. Jan 2010.

Tongqing Qiu, Lusheng Ji, Dan Pei, Jia Wang, Jun (Jim) Xu, and Hitesh Ballani. Locating Prefix Hijackers using LOCK. USENIX Security 2009, Montreal, Canada, August 2009.

Ricardo Oliveira, Beichuan Zhang, Dan Pei, Lixia Zhang. Quantifying Path Exploration in the Internet. ACM/IEEE Transactions on Networking, June 2009.

Franck Le, Geoffrey G. Xie, Dan Pei, Jia Wang, and Hui Zhang. Shedding Light on the Glue Logic of the Internet Routing Architecture. Proceedings of ACM SIGCOMM, Seattle, WA. August 2008.

Changhoon Kim, Alexandre Gerber, Carsten Lund, Dan Pei, and Shubhabrata Sen. Scalable VPN Routing via Relaying. Proceedings of ACM SIGMETRICS, Annapolis, MD. June 2008.

Changxi Zheng, Lusheng Ji, Dan Pei, Jia Wang, and Paul Francis. A Light-Weight Distributed Scheme for Detecting IP Prefix Hijacks in Realtime . Proceedings of ACM SIGCOMM, Kyoto, Japan, August 2007.

Dan Pei, Matt Azuma, Daniel Massey, and Lixia Zhang. BGP-RCN: Improving BGPConvergence through Root Cause Notification. Computer Networks Journal Volume 48, Issue 2, June 2005, Pages 175-194.