Dan Pei’s Publications

2020:

  • Understanding and Handling Alert Storm for Online Service Systems
    Nengwen Zhao, Junjie Chen, Xiao Peng, Honglin Wang, Xinya Wu, Yuanzong Zhan, Zikai Chen , Xiangzhong Zheng, Xiaohui Nie, Gang Wang, Yong Wu, Fang Zhou, Wenchi Zhang, Kaixin Sui, Dan Pei
    ICSE SEIP 2020, Seoul, South Korea, May 23-29 2020
    PaperSlides
  • Automatically and Adaptively Identifying Severe Alerts for Online Service Systems
    Nengwen Zhao, Panshi Jin, Lixin Wang, Xiaoqin Yang, Rong Liu, Wenchi Zhang, Kaixin Sui, Dan Pei
    INFOCOM 2020, Beijing, China, Apr 27-30, 2020
    PaperSlides
  • Real-time Incident Prediction for Online Service Systems
    Nengwen Zhao, Junjie Chen, Zhou Wang , Xiao Peng , Gang Wang, Yong Wu, Fang Zhou, Zhen Feng, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei
    ESEC/FSE 2020,Sacramento, California, United States, November 8,  2020
    Paper
  • Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks
    Shenglin Zhang ; Ying Liu ; Weibin Meng ; Jiahao Bu ; Sen Yang ; Yongqian Sun ; Dan Pei ; Jun Xu ; Yuzhi Zhang ; Lei Song ; Ming Zhang
    IEEE Access
    Paper
  • Diagnosing Root Causes of Intermittent Slow Queries in Cloud Databases
    Minghua Ma, Zheng Yin, Shenglin Zhang, Sheng Wang, Christopher Zheng, Xinhao Jiang, Hanwen Hu, Cheng Luo, Yilin Li, Nengjun Qiu, Feifei Li, Changcheng Chen, Dan Pei
    VLDB 2020, Tokyo, Japan, August 31, 2020.
    Paper
  • A Semantic-aware Representation Framework forOnline Log Analysis
    Weibin Meng, Ying Liu, Yuheng Huang, Shenglin Zhang, Federico Zaiter, Bingjin Chen, Dan Pei
    ICCCN 2020, Honolulu, Hawaii, USA, Auguest 3 – August 6, 2020.
    Paper
  • LogParse: Making Log Parsing Adaptive through Word Classification
    Weibin Meng, Ying Liu, Federico Zaiter, Shenglin Zhang, Yihao Chen, Yuzhe Zhang, Yichen Zhu, En Wang, Ruizhi Zhang, Shimin Tao, Dian Yang, Rong Zhou, Dan Pei
    ICCCN 2020, Honolulu, Hawaii, USA, Auguest 3 – August 6, 2020.
    Paper
  • Practical and White-Box Anomaly Detection through Unsupervised and Active Learning
    Yao Wang, Zhaowei Wang, Zejun Xie, Nengwen Zhao, Junjie Chen, Wenchi Zhang, Kaixin Sui, Dan Pei
    ICCCN 2020, Honolulu, Hawaii, USA, Auguest 3 – August 6, 2020.
    Paper
  • Localizing Failure Root Causes in a Microservice through Causality Inference
    Yuan Meng , Shenglin Zhang, Yongqian Sun, Ruru Zhang , Zhilong Hu, Yiyin Zhang, Chenyang Jia, Zhaogang Wang, Dan Pei
    IWQOS2020, Virtual Conference, 5-17 June 2020
    Paper
  • Batch Job Run Time Prediction for Auto-Scaling in the Cloud
    Minghua Ma, Christopher Zheng, Junjie Chen, Yilin Li, Dan Pei
    CIEMCS 2020 , New York, NY, USA, February 7, 2020.
    Paper
  • ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks
    Ruming Tang, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Tao Wei, Yanfei Xu, Yan Liu
    INFOCOM 2020, Beijing, China, Apr 27-30, 2020
    PaperSlides

2019:

  • The Search for Sparse, Robust Neural Networks
    Justin Cosentino*, Federico Zaiter*, Dan Pei, Jun Zhu
    SRDM 2019 , Vancouver, British Columbia, Canada, December 13th, 2019.
    PaperPoster
  • FluxRank: A Widely-Deployable Framework to Automatically Localizing Root Cause Machines for Software Service Failure Mitigation
    Ping Liu,Yu Chen,Xiaohui Nie,Jing Zhu,Shenglin Zhang,Kaixin Sui,Ming Zhang,Dan Pei
    ISSRE 2019, Berlin, Germany, Oct 28-31, 2019
    PaperSlides
  • Generic and Robust Localization of Multi-Dimensional Root Causes 
    Zeyan Li, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang and Dan Pei
    ISSRE 2019, Berlin, Germany, Oct 28-31, 2019
    PaperSlidesDataset
  • Walking without Friends: Publishing Anonymized Trajectory Dataset without Leaking Social Relationships
    Kai Zhao, Zhen Tu, Fengli Xu, Yong Li, Pengyu Zhang, Dan Pei, Li Su, Depeng Jin
    IEEE TNSM (IEEE Transactions on Network and Service Management)
    Paper (A journal paper, no slides)
  • Collaborative Learning of Human Behavior: An Empirical Study on Location Prediction
    Yan Lu, Yuanchao Shu, Xu Tan, Yunxin Liu, Mengyu Zhou, Qi Chen, Dan Pei
    SEC 2019 (The Fourth ACM/IEEE Symposium on Edge Computing), Washington DC, November 7-9, 2019
    Paper
  • Personalized Context-aware Re-ranking for E-commerce Recommender Systems
    Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei
    RecSys 2019, Copenhagen, Denmark, September 16-20, 2019.
    PaperSlides
  • LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
    Weibin Meng, Ying Liu, Yichen Zhu, Shenglin Zhang, Dan Pei, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Shimin Tao, Pei Sun, Rong Zhou
    IJCAI 2019, Macao, China, August 10-16 2019.
    PaperSlides
  • Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
    Ya Su, Youjian Zhao, Chenhao Niu, Rong Liu, Wei Sun, Dan Pei
    KDD 2019, Anchorage, Alaska, USA, August 4 – 8 2019
    PaperSlidesCodeDataset
  • Automatic and Generic Periodicity Adaptation for KPI Anomaly Detection 
    Nengwen Zhao, Jing Zhu , Yao Wang, Minghua Ma, Wenchi Zhang, Dapeng Liu, Ming Zhang, Dan Pei
    IEEE TNSM (IEEE Transactions on Network and Service Management), 2019,  Volume: 16 , Issue: 3 , Sept. 2019, Page(s): 1170 – 1183
    Paper(A journal paper, no slides)
  • CoFlux: Robustly Correlating KPIs by Fluctuations for Service Troubleshooting
    Ya Su, Youjian Zhao, Wentao Xia, Rong Liu, Jiabao Bu, Jing Zhu, Yuanpu Cao, Haibin Li, Chenhao Niu, Yiyin Zhang, Zhaogang Wang, Dan Pei
    IWQOS 2019, Phoenix, Arizona, USA, June 24-25 2019
    PaperSlides
  • Causal Analysis of the Unsatisfying Experience in Realtime Mobile Multiplayer Games in the Wild
    Yuan Meng,Shenglin Zhang, Zijie Ye, Benliang Wang, Zhi Wang,Yongqian Sun, Xitong Liu, Shuai Yang, Dan Pei
    ICME 2019, Shanghai, China, July 8-12, 2019
    Paper
  • Dynamic TCP Initial Windows and Congestion Control Schemes through Reinforcement Learning
    Xiaohui Nie, Youjian Zhao, Zhihan li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei
    JSAC 2019, Artificial Intelligence and Machine Learning for Networking and Communications
    Paper (A journal paper, no slides)
  • Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE
    Wenxiao Chen, Haowen Xu, Zeyan Li, Dan Pei, Jie Chen, Hong Lin, Yang Feng, Zhaogang Wang
    INFOCOM 2019, Paris, France, April 29-May 2, 2019.
    PaperSlides
  • Label-Less: A Semi-automatic Labelling Tool for KPI Anomalies
    Nengwen Zhao, Jing Zhu, Rong Liu, Dapeng Liu, Ming Zhang, Dan Pei
    INFOCOM 2019, Paris, France, April 29 – May 2, 2019.
    Final Version  Please note: the   original version of this paper greatly understated how closely this work is based on the work of Dr. Keogh and collaborators, and we sincerely apologize for this.
  • 基于聚类的多维数据热点发现算法
    邹磊,朱晶,聂晓辉,苏亚 ,裴丹,孙宇
    小型微型计算机系统,465-471 页,第40卷,第3期, 2019年3月
    Paper  (A journal paper, no slides)

2018:

  • 一种无监督的数据库用户行为异常检测方法
    李海斌,李  琦,汤汝鸣,吴  珺,吕志远,裴  丹,史俊杰,董  旭,房双德,杨一飞,吴  烨
    小型微型计算机系统,第39卷,第11期,2018年11月
    Paper  (A journal paper, no slides)
  • Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams
    Jiahao Bu, Ying Liu , Shenglin Zhang , Weibin Meng , Qitong Liu, Xiaotian Zhu, Dan Pei
    IPCCC 2018, Orlando, Florida, USA, November 17-19, 2018.
    PaperSlides
  • The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi
    Guoshun Nan, Xiuquan Qiao, Jiting Wang, Zeyan Li, Jiaohao Nu, Mengyu Zhou, Changhua Pei, Dan Pei
    IPCCC 2018, Orlando, Florida, USA, November 17-19, 2018.
    PaperSlides
  • Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder
    Zeyan Li, Wenxiao Chen, Dan Pei
    IPCCC 2018, Orlando, Florida, USA, November 17-19, 2018.
    PaperVideoSlidesCode
  • Robust and Rapid Adaption for Concept Drift in Software System Anomaly Detection
    Minghua Ma, Shenglin Zhang, Dan Pei, Xin Huang, Hongwei Dai
    ISSRE 2018 Best Paper, Memphis, TN, USA, October 15-18, 2018.
    PaperVideoSlides
  • Reducing Web Latency through Dynamically Setting TCP Initial Window with Reinforcement Learning
    Xiaohui Nie, Youjian Zhao, Dan Pei, Guo Chen, Kaixin Sui, Jiyang Zhang
    IWQoS 2018, Banff, Alberta, Canada, June 4-6, 2018.
    PaperSlides
  • Robust and Rapid Clustering of KPIs for Large-Scale Anomaly Detection
    Zhihan Li, Youjian Zhao, Rong Liu, Dan Pei
    IWQoS 2018, Banff, Alberta, Canada, June 4-6, 2018.
    Paper Slides
  • Device-Agnostic Log Anomaly Classification with Partial Labels
    Weibin Meng, Ying Liu, Shenglin Zhang, Dan Pei, Hui Dong, Lei Song, Xulong Luo
    IWQoS 2018, Banff, Alberta, Canada, June 4-6, 2018. (Short paper)
    PaperSlidesCode
  • HotSpot: Anomaly Localization for Additive KPIs with Multi-Dimensional Attributes
    Yongqian Sun, Youjian Zhao, Ya Su, Dapeng Liu, Xiaohui Nie, Yuan Meng, Shiwen Cheng, Dan Pei, Shenglin Zhang, Xianping Qu, Xuanyou Guo
    IEEE Access 2018
    Paper  (A journal paper, no slides)
  • 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.
    PaperSlidesDataset
  • Continuous Delivery of Personalized Assessment and Feedback in Agile Software Engineering Projects
    Xiaoying Bai, Mingjie Li, Dan Pei, Shanshan Li, Deming Ye
    ICSE 2018 “Software Engineering Education and Training” Track. May 27 – 3 June 2018, Gothenburg, Sweden
    Paper
  • Preventing Wi-Fi Privacy Leakage: A User Behavioral Similarity Approach
    Xiuping Han, Zhi Wang and Dan Pei
    ICC 2018, Kansas City, MO, USA, 20-24 May 2018
    Paper
  • 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
    PaperSlidesCode

 

2017:

  • 基于机器学习的智能运维
    裴丹,张圣林,裴昶华
    中国计算机学会通讯,第13卷,第12期,2017年12月,p68-73
    Paper  (A journal paper, no slides)
  • TCP WISE: One Initial Congestion Window Is Not Enough
    Xiaohui Nie,Youjian Zhao, Guo Chen, Kaixin Sui, Yazheng Chen, Dan Pei, Miao Zhang, Jiyang Zhang
    IPCCC 2017, San Diego, California, USA, Dec 2017.
    PaperSlides
  • Mining Crowd Mobility and WiFi Hotspots on a Densely-populated Campus
    Mengyu Zhou, Kaixin Sui, Dan Pei, Thomas Moscibroda
    PURBA 2017, Maui, Hawaii, USA, September 2017.
    Paper
  • How Vulnerable Is the Public WiFi AP You Are Using?
    Ruming Tang, Haibin Li, Kaixin Sui, Zihao Jin, Xiao Yang, Dan Pei and Beichuan Zhang
    ICCCN 2017,  Vancouver, Canada, 31 July-4 August 2017.
    PaperSlides
  • How Much Are Your Neighbors Interfering with Your WiFi Delay?
    Changhua Pei, Youjian Zhao, Guo Chen, Yuan Meng, Yang Liu, Ya Su, Yaodong Zhang, Ruming Tang and Dan Pei
    ICCCN 2017,  Vancouver, Canada, 31 July-4 August 2017.
    Paper
  • Syslog Processing for Switch Failure Diagnosis and Prediction in Datacenter Networks
    Shenglin Zhang, Weibin Meng, Jiahao Bu, Sen Yang, Ying Liu, Dan Pei, Jun(Jim) Xu, Yu Chen, Hui Dong, Xianping Qu, Lei Song
    IWQoS 2017,Vilanova i la Geltrú, Barcelona, Spain, 14-16 June 2017.
    Paper Slides
  • Latency-Based WiFi Congestion Control in the Air for Dense WiFi Networks
    Changhua Pei, Youjian Zhao, Yunxin Liu, Kun Tan, Jiansong Zhang, Yuan Meng, Dan Pei
    IWQoS 2017, Vilanova i la Geltrú, Barcelona, Spain, 14-16 June 2017.
    PaperSlides
  • You Can Hide, But Your Periodic Schedule Can’t
    Minghua Ma, Kai Zhao, Kaixin Sui, Lei Xu, Yong Li, Dan Pei
    IWQoS 2017, Vilanova i la Geltrú, Barcelona, Spain, 14-16 June 2017. (Short paper)
    PaperSlides
  • 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.
    Paper
  • Firewall Fingerprinting and Denial of Fireballing Attacks
    Amir Khakpour, Alex Liu, Joshua Hulst, Zihui Ge, Dan Pei, Jia Wang
    IEEE Transactions on Information Forensics and Security. Feb. 2017
    Paper
  • 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.
    PaperSlidesarXiv

2016:

  • Mining Causality Graph For Automatic Web-based Service Diagnosis
    Xiaohui Nie, Youjian Zhao, Kaixin Sui, Dan Pei, Yu Chen, Xianping Qu
    IPCCC 2016, Las Vegas, Nevada, USA, Dec 2016.
    PaperSlides
  • 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.
    PaperSlides
  • Interest-Suppression-based NDN Live Video Broadcasting over Wireless LAN
    Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Ke Xu
    Frontiers of Computer Science, accepted.
    Paper
  • Fetching Popular Data from the Nearest Replica in NDN
    Jianxun Cao, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Youjian Zhao
    ICCCN 2016, Hawaii, USA, August 2016.
    Paper Slides
  • Understanding the Impact of AP Density on WiFi Performance Through Real-World Deployment
    Kaixin Sui, Siqi Sun, Yousef Azzabi, Xiaoping Zhang, Youjian Zhao, Jilong Wang, Zimu Li, Dan Pei
    LANMAN 2016, Rome, Italy, June 2016.
    PaperSlides
  • Your Trajectory Privacy Can Be Breached Even If You Walk in Groups
    Kaixin Sui, Youjian Zhao, Dapeng Liu, Minghua Ma, Lei Xu, Li Zimu, Dan Pei
    IWQoS 2016, Beijing, China, June 2016. (Short paper)
    PaperSlides
  • M3: Practical and Reliable Multi-Layer Video Multicast over Multi-Rate Wi-Fi Network
    Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang, Zhi Wang, Hailiang Xu, Zihan Wang
    IWQoS 2016, Beijing, China, June 2016.
    PaperSlides
  • 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 Wang, and Youjian Zhao
    USENIX ATC 2016, Denver, CO, USA, June 2016
    PaperSlidesAudio
  • FUNNEL: Assessing Software Changes in Web-based Services
    Shenglin Zhang, Ying Liu, Dan Pei, Yu Chen, Xianping Qu, Shimin Tao, Zhi Zang, Xiaowei Jing, Mei Feng
    Transactions on Service Computing, 2016
    Paper (A journal paper, no slides)
  • MobiCamp: a Campus-wide Testbed for Studying Mobile Physical Activities
    Mengyu Zhou, Kaixin Sui, Minghua Ma, Youjian Zhao, Dan Pei, Thomas Moscibroda
    WPA 2016, Singapore, June 2016
    PaperSlides
  • 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
    PaperVideoSlides
  • Improving the Freshness of NDN Forwarding States
    Jianxun Cao, Dan Pei, Zhelun Wu, Xiaoping Zhang, Beichuan Zhang, Lan Wang, Youjian Zhao
    IFIP Networking 2016, Vienna, Austria, May 2016
    PaperSlides
  • 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
    PaperSlides
  • 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
    PaperSlides

 

2015:

  • Learning Thresholds for PV Change Detection from Operators’ Labels
    Dapeng Liu, Youjian Zhao, Kaixin Sui, Shiwen Cheng, Dan Pei, Chengbin Quan, Jiao Luo, Xiaowei Jing, Mei Feng
    IPCCC 2015, Nanjing, China, Dec 2015
    PaperSlides
  • Narrowing Down the Debugging Space of Slow Search Response Time
    Dapeng Liu, Youjian Zhao, Dan Pei, Chengbin Quan, Qingqian Tao, Pei Wang, Xiyang Chen, Dai Tan, Xiaowei Jing, Mei Feng
    IPCCC 2015, Nanjing, China, Dec 2015
    PaperSlides
  • 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
    PaperSlides
  • 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
    PaperSlides
  • Alleviating Flow Interference in Data Center Networks through Fine-grained Switch Queue Management
    Guo Chen, Youjian Zhao, Dan Pei.
    Elsevier Computer Networks. 2015.
    Paper (A journal paper, no slides)
  • NDN Live Video Broadcasting over Wireless LAN
    Menghan Li, Dan Pei, Xiaoping Zhang, Beichuan Zhang and Ke Xu.
    ICCCN, Las Vegas, Nevada, USA. August 3 – August 6, 2015.
    PaperSlides
  • Rewiring 2 Links is Enough: Accelerating Failure Recovery in Production Data Center Networks
    Guo Chen, Youjian Zhao, Dan Pei, and Dan Li.
    ICDCS, Columbus, Ohio, USA. June 29th – July 2nd , 2015.
    PaperSlides
  • How Bad Are The Rogues’ Impact on Enterprise 802.11 Network Performance?
    Kaixin Sui, Youjian Zhao, Dan Pei, and Zimu Li.
    INFOCOM 2015, Hongkong, China, April 27-30, 2015.
    PaperSlides
  • MIFO: Multi-Path Interdomain Forwarding.
    Ming Zhu, Dan Li, Ying Liu, Dan Pei, K.K. Ramakrishnan and Jianping Wu.
    2015 International Conference on Parallel Processing, Beijing, China, Sept. 2015.
    Paper

 

2014:

  • Application-Aware Latency Monitoring for Cloud Tenants via CloudWatch+
    Dapeng Liu, Dan Pei, Youjian Zhao
    CNSM 2014, Rio de Janeiro, Brazil, Nov 2014
    PaperSlides
  • A Measurement Study on BGP AS Path Looping (BAPL) Behavior
    Shenglin Zhang, Ying Liu, Dan Pei
    IEEE ICCCN, Shanghai, China, August 2014
    PaperSlides
  • Multi-AS Cooperative Incoming Traffic Engineering in a Transit-Edge Separate Internet
    Yaodong Zhang, Yue Wang, Dan Pei, and Jian Yuan.
    Elsevier Computer Networks. 2014.
    Paper (A journal paper, no slides)
  • Designing Buffer Capacity of Crosspoint-Queued Switch
    Guo Chen, Dan Pei, Youjian Zhao and Yongqian Sun
    IFIP NPC, Taiwan, Sept. 2014
    PaperSlides
  • CQRD: A Switch-based Approach to Flow Interference in Data Center Networks
    Guo Chen, Dan Pei, and Youjian Zhao
    IEEE LCN, Edmonton, Canada. Sept. 2014
    PaperSlides

Dan’s publications before 2014 (for downloadable versions of the he papers, please check Dan’s Google Scholar page)

2012:

  • He Yan, Lee Breslau, Zihui Ge, Daniel Massey, Dan Pei, and Jennifer Yates. G-RCA: A Generic Root Cause Analysis Platform for Service Quality Management in Large IP Networks. ACM/IEEE Transactions on Networking. An earlier version appeared in ACM CoNEXT 2010.
  • Suk-Bok Lee, Dan Pei, et al. Threshold Compression for 3G Scalable Monitoring. IEEE INFOCOM 2012. Orlando, FL. April 2012 .
  • Amir Reza Khakpour, Joshua Hulst, Zihui Ge, Alex Liu, Dan Pei, and Jia Wang. Firewall Fingerprinting. IEEE INFOCOM 2012. Orlando, FL. April 2012.

2011:

  • Saeed Alaei, Mohammad Taghi Hajiaghayi, Vahid Liaghat, Dan Pei, and Barna Saha: AdCell: Ad Allocation in Cellular Networks. Annual European Symposium of Algorithms (ESA) 2011: 311-322
  • Towards an Efficient Algorithmic Framework for Pricing Cellular Data Service. Proceeding, p581-585, IEEE INFOCOM 2011 Mini-conference. Shanghai, China. April 2011.
  • Suk-Bok Lee, Dan Pei, et al. Scalable Monitoring via Threshold Compression in a Large Operational 3G Network. ACM SIGMETRICS 2011 Poster. June 2011
  • Benjamin Say, Brendan Sheridan, Dave Oko, Christos Papadopoulos, Dan Pei, and Dan Massey. IP Reachability Differences: Myths and Realities. Global Internet Symposium 2011. Shanhai, China. April 2011.
  • Jeffrey Erman, Alexandre Gerber, Mohammad T. Hajiaghayi, Dan Pei, Subhabrata Sen, and Oliver Spatscheck. To Cache or not to Cache: The 3G case. Internet Computing Journal Special Issue on Internet Workloads: Measurement, Characterization and Modeling.

2010:

  • He Yan, Lee Breslau, Zihui Ge, Daniel Massey, Dan Pei, and Jennifer Yates. G-RCA: A Generic Root Cause Analysis Platform for Service Quality Management in Large IP Networks. ACM CoNEXT 2010 (CoNEXT 2010), November 30 – December 3, 2010. Philadelphia, USA.
  • Tongqing Qiu, Zihui Ge, Dan Pei, Jia Wang, and Jun Xu. What Happened in my Network? Mining Network Events from Router Syslogs Proceedings of ACM/USENIX Internet Measurement Conference (IMC), Melbourne, Australia, November 2010.
  • 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.
  • He Yan, Vamsi Kambhampati, Dan Massey, and Dan Pei. Analyzing Failures and Attacks in Map & Encap Protocols. The 6th workshop on Secure Network Protocols (NPSec 2010), in conjunction with ICNP 2010. Kyoto, Japan, Oct 5, 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. An earlier version appeared in SIGMETRICS 2008.

2009:

  • Kai Chen, David R. Choffnes, Rahul Potharaju, Yan Chen, Fabian E. Bustamante, Dan Pei, and Yao Zhao. Where the Sidewalk Ends: Extending the Internet AS Graph Using Traceroutes From P2P Users. The Fifth ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2009). Rome, Italy. December 1-4, 2009.
  • Charles R. Kalmanek, Zihui Ge, Seungjoon Lee, Carsten Lund, Dan Pei, Joseph Seidel, Jacobus Van der Merwe, and Jennifer Yates, “Darkstar: Using Exploratory Data Mining to Raise the Bar on Network Reliability and Performance”, Proceedings of the 7th international workshop on Design of Reliable Communication Networks (DRCN), October, 2009
  • 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.
  • Jeffrey Erman, Alexandre Gerber, Mohammad T. Hajiaghayi, Dan Pei, and Oliver Spatscheck. Network Aware Forward Caching. WWW 2009 (The 18th International World Wide Web Conference). Madrid, Spain. April 20-24, 2009.
  • Yao Zhao, Zhaosheng Zhu, Yan Chen, Dan Pei, and Jia Wang. Towards Efficient Large-Scale VPN Monitoring and Diagnosis under Operational Constraints. Proceedings of The 28th IEEE International Conference on Computer Communications (Infocom 2009). Rio de Janeiro, Brazil. April 20-25, 2009
  • Elliott Karpilovsky, Alexandre Gerber, Dan Pei, Jennifer Rexford, and Aman Shaikh. Quantifying the Extent of IPv6 Deployment. Proceeding of The tenth Passive and Active Measurement conference (PAM 2009). Seoul, Korea. April, 2009.
  • Ricardo Oliveira, Beichuan Zhang, Dan Pei, and Lixia Zhang. Quantifying Path Exploration in the Internet. ACM/IEEE Transactions on Networking, June 2009. An earlier version appeared in ACM IMC 2006.

2008:

  • 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.
  • Ricardo Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, and Lixia Zhang. In Search of the elusive Ground Truth: The Internet’s AS-level Connectivity Structure. Proceedings of ACM SIGMETRICS, Annapolis, MD. June 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.

2007:

  • 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.
  • Patrick Verkaik, Dan Pei, Tom Scholl, Aman Shaikh, Alex C. Snoeren, and Jacobus E. van der Merwe. Wresting Control from BGP: Scalable Fine-grained Route Control . USENIX Annual Technical Conference 2007. Santa Clara, June 2007
  • Lan Wang, Malleswari Saranu, Joel M. Gottlieb, and Dan Pei. Understanding BGP Session Failures in a Large ISP. IEEE INFOCOM 2007, May 2007, Anchorage, Alaska, USA

2006:

  • Dan Pei, Jocobus Van Der Merwe. BGP Convergence in MPLS VPNs. ACM IMC 2006, Oct. 2006. An extended version is available as a technical report AT&T TD-6QCNCP .
  • Ricardo Oliveira, Beichuan Zhang, Dan Pei, Izhak-Ratzin, Lixia Zhang. Quantifying Path Exploration in the Internet. ACM IMC 2006, Oct. 2006
  • B. Zhang, V. Kambhampati, D. Massey, R. Oliveira, D. Pei, L. Wang and L. Zhang. A Secure and Scalable Internet Routing Architecture. Poster, ACM SIGCOMM, Pisa, Italy, Sept. 2006
  • Mohit Lad, Daniel Massey, Dan Pei, Yiguo Wu, Beichuan Zhang, and Lixia Zhang. PHAS: a Prefix Hijack Alerting System. USENIX Security 2006, Vancouver, B.C., Canada, August 2006
  • Ricardo Oliveira, Mohit Lad, Beichuan Zhjang Dan Pei, Daniel Massey and Lixia Zhang. Placing BGP Monitors in the Internet. Technical Report, UCLA CS Department, TR 060017, May 2006
  • Dan Pei, Beichuan Zhang, Daniel Massey and Lixia Zhang. An Analysis of Path Vector Convergence Algorithms. Computer Networks Journal, Volume 50, Number 3, February 2006

2005:

  • Hyo-Joeng Shin, Dan Pei, MohitLad, Yanghee Choi, and Lixia Zhang. The Impact of Multi-homing on NetworkReliability and Stability: A Case Study . IEEE ICCCN 2005, San Diego, October, 2005.
  • Dan Pei, Matt Azuma, Daniel Massey, and Lixia Zhang. BGP-RCN: Improving BGP Convergence through Root Cause Notification. Computer Networks Journal Volume 48, Issue 2, June 2005, Pages 175-194.
  • Beichuan Zhang, Dan Pei, Daniel Massey and Lixia Zhang. Timer Interactions in RouteFlap Damping. IEEE International Conference on Distributed Computing Systems (ICDCS) 2005. This paper won Best Paper Award in ICDCS2005.

2004:

  • Dan Pei, Daniel Massey, and Lixia Zhang. A Simplified FormalSpecification for BGP . UCLA CSD TR-040044. November 2004.
  • Dan Pei, Daniel Massey, and Lixia Zhang. A Formal Specificationfor RIP Protocol . UCLA CSD TR-040046. November 2004.
  • Dan Pei, Daniel Massey, and Lixia Zhang. Finite State Machines for BGP. UCLA CSD TR-040047. November 2004.
  • Dan Pei, Mohit Lad, Beichuan Zhang, Daniel Massey and Lixia Zhang. Route Diagnosis in Path Vector Protocols Draft. Available as a UCLACSD TR-040039, October 2004. Also available as a poster in Sigcomm2004 Poster session, and 4-page version
  • Dan Pei, William Aiello, Anna Gilbert, and Patrick McDaniel. Origin Disturbance in BGP. Technical Report, AT&T Labs – Research, TD-62TJJF8, July 2004
  • Dan Pei, Daniel Massey, and Lixia Zhang. A Framework for Resilient Internet Routing Protocols. IEEE Network, vol. 18, no. 2, March 2004. pp5-12. An extended version is available as UCLA CSD TR-030052.
  • Dan Pei, Xiaoliang Zhao, Daniel Massey, Lixia Zhang. A Study of BGP Path Vector Looping Behavior. International Conference on Distributed Computing Systems (ICDCS) 2004, Tokyo,Japan, March 2004. pp.720-729.

2003:

  • Dan Pei, Daniel Massey, and Lixia Zhang. Detection of Invalid Routing Announcements in RIP Protocol. IEEE GLOBECOM 2003, San Francisco, December 2003. pp. 1450-1455.
  • Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, and Lixia Zhang. Protecting BGP Routes to Top Level DNS Servers. IEEE Transactions on Parallel and Distributed Systems. 14(9): 851-860,2003.
  • Dan Pei, Lan Wang, Daniel Massey, S. Felix Wu and Lixia Zhang. A Study of Packet Delivery Performance during Routing Convergence. IEEE International Conference on Dependable Systems and Networks (DSN) 2003, San Francisco, June 2003. pp. 183-192. An extended version is available as UCLA CSD TR-030051.
  • Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Allison Mankin, S. Felix Wu, and Lixia Zhang. Protecting BGP Routes to Top Level DNS Servers. IEEE International Conference on Distributed Computing Systems (ICDCS) 2003.Providence, Rhode Island, May 2003. pp. 322-331
  • Xiaoliang Zhao, Mohit Lad, Dan Pei, Lan Wang, Daniel Massey, S.Felix Wu, and Lixia Zhang. Understanding BGPBehavior Through a Study of DoD Prefixes. IEEE DISCEX 2003. Washington, DC,April 2003. pp. 214-225.
  • Xiaoliang Zhao, Dan Pei, Daniel Massey, and Lixia Zhang. A Study on Routing Behavior of Latin America Networks. IFIP/ACM Latin America Networking Conference (LANC) 2003. La Paz, Bolivia, Oct. 2003.
  • Soon Tee Teoh, Kwan-Liu Ma, S. Felix Wu, Daniel Massey, Xiaoliang Zhao, Dan Pei, Lan Wang, Lixia Zhang, and Randy Bush. Visual-based Anomaly Detection for BGP Origin AS Change (OASC) Events. IFIP/IEEE Distributed Systems: Operations & Management (DSOM) 2003. Heidelberg, Germany, Oct. 2003. pp. 155-168.

2002:

  • Dan Pei, Xiaoliang Zhao, Lan Wang, Daniel Massey, Allison Mankin, S. Felix Wu and Lixia Zhang. Improving BGP Convergence through Consistency Assertions. IEEE INFOCOM 2002, New York, June 2002. pp. 902-911. Talk Slides.
  • Xiaoliang Zhao, Dan Pei, Lan Wang, Daniel Massey, Allison Mankin, S. Felix Wu and Lixia Zhang. Detectionof Invalid Routing Announcement in the Internet. IEEE InternationalConference on Dependable Systems and Networks (DSN) 2002, Washington DC, June 2002. pp. 59-68.
  • Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Allison Mankin, S. Felix Wu, and Lixia Zhang. Observation and Analysis of BGP Behavior under Stress.. ACM SIGCOMM Internet Measurement Workshop (IMW) 2002, Marseille, France. October 2002. pp. 183 -195.

2001:

  • Xiaoliang Zhao, Dan Pei, Lan Wang, Daniel Massey, Allison Mankin, S. Felix Wu and Lixia Zhang. An Analysis of BGP Multiple Origin AS(MOAS) Conflicts. ACM SIGCOMM Internet Measurement Workshop (IMW) 2001. San Francisco, CA, Oct. 2001. pp. 31-35.

2000:

  • Dan Pei, Dongsheng Wang, Weimin Zheng, .Design and Implementation of a Low-Overhead File Checkpointing Approach.. IEEE International Conference on High Performance Computing in the Asia-Pacific Region(HPC-Asia) 2000. Beijing, May 2000. pp.439 441.

1999:

  • Dan Pei. Modification Operation Buffering: A Low Overhead Approach to checkpoint User Files. The 29th International Symposium on Fault-Tolerant Computing (FTCS-29), Student Paper, pp. 36-38, June 1999.
  • Dan Pei, Wang Dongsheng, Zhang Youhui, Shen Meiming. Quasi-asynchronous Migration: A Novel Migration Protocol for PVM Tasks. ACM SIGOPS Operating Systems Review, 33(2): 5-15. (April 1999).
 
 
 
 
 
 
 
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