World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
53
Citations
11775
World Ranking
4810
National Ranking
644

Research.com Recognitions

  • 2011 - ACM Senior Member

Overview

Dan Pei is affiliated with Tsinghua University in China and has an extensive research profile in computer science. Their work covers multiple subfields, with a strong focus on software system performance and reliability.

The main fields of study for Dan Pei include:

  • Computer Science

Within this broad area, notable subfields of study include:

  • Computer Networks and Communications
  • Artificial Intelligence
  • Information Systems
  • Signal Processing
  • Management Science and Operations Research

Primary research topics they have contributed to are:

  • Software System Performance and Reliability
  • Network Security and Intrusion Detection
  • Anomaly Detection Techniques and Applications
  • Time Series Analysis and Forecasting
  • Cloud Computing and Resource Management
  • Software-Defined Networks and 5G
  • Data Quality and Management

Dan Pei has authored numerous papers, including the following selected recent works:

  • "Diagnosing root causes of intermittent slow queries in cloud databases" (2020), published in Proceedings of the VLDB Endowment
  • "Robust Failure Diagnosis of Microservice System Through Multimodal Data" (2023), published in IEEE Transactions on Services Computing
  • "LogClass: Anomalous Log Identification and Classification With Partial Labels" (2021), published in IEEE Transactions on Network and Service Management
  • "Actionable and interpretable fault localization for recurring failures in online service systems" (2022), published in Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering
  • "Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition" (2022), published in Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Their publication record is distributed across various venues, notably:

  • arXiv (Cornell University)
  • IEEE Transactions on Services Computing
  • Proceedings of the VLDB Endowment
  • ACM Transactions on Software Engineering and Methodology
  • Journal of Systems and Software

Dan Pei frequently collaborates with other researchers including:

  • Shenglin Zhang
  • Yongqian Sun
  • Minghua Ma
  • Zeyan Li
  • Yuzhi Zhang

Recognition in Dan Pei's professional career includes designation as an ACM Senior Member since 2011.

Best Publications

  • Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

    Ya Su;Youjian Zhao;Chenhao Niu;Rong Liu

  • Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

    Haowen Xu;Wenxiao Chen;Nengwen Zhao;Zeyan Li

  • LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

    Weibin Meng;Ying Liu;Yichen Zhu;Shenglin Zhang

  • PHAS: a prefix hijack alert system

    Mohit Lad;Dan Massey;Dan Pei;Yiguo Wu

  • Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding

    Zhihan Li;Youjian Zhao;Jiaqi Han;Ya Su

  • An analysis of BGP multiple origin AS (MOAS) conflicts

    Xiaoliang Zhao;Dan Pei;Lan Wang;Dan Massey

  • Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning

    Dapeng Liu;Youjian Zhao;Haowen Xu;Yongqian Sun

  • The (in)completeness of the observed internet AS-level structure

    Ricardo Oliveira;Dan Pei;Walter Willinger;Beichuan Zhang

  • Observation and analysis of BGP behavior under stress

    Lan Wang;Xiaoliang Zhao;Dan Pei;Randy Bush

  • BGP-RCN: improving BGP convergence through root cause notification

    Dan Pei;Matt Azuma;Dan Massey;Lixia Zhang

  • A light-weight distributed scheme for detecting ip prefix hijacks in real-time

    Changxi Zheng;Lusheng Ji;Dan Pei;Jia Wang

  • To Cache or Not to Cache: The 3G Case

    J Erman;A Gerber;M Hajiaghayi;Dan Pei

  • Personalized re-ranking for recommendation

    Changhua Pei;Yi Zhang;Yongfeng Zhang;Fei Sun

  • Improving BGP convergence through consistency assertions

    Dan Pei;Xiaoliang Zhao;Lan Wang;D. Massey

  • In search of the elusive ground truth: the internet's as-level connectivity structure

    Ricardo V. Oliveira;Dan Pei;Walter Willinger;Beichuan Zhang

  • Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

    Ping Liu;Haowen Xu;Qianyu Ouyang;Rui Jiao

  • Where the sidewalk ends: extending the internet as graph using traceroutes from P2P users

    Kai Chen;David R. Choffnes;Rahul Potharaju;Yan Chen

  • Network-aware forward caching

    Jeffrey Erman;Alexandre Gerber;Mohammad T. Hajiaghayi;Dan Pei

  • Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE

    Unknown

  • Quantifying path exploration in the internet

    Ricardo Oliveira;Beichuan Zhang;Dan Pei;Lixia Zhang

  • Detection of invalid routing announcement in the Internet

    Xiaoliang Zhao;Dan Pei;Lan Wang;D. Massey

Frequent Co-Authors

Lixia Zhang
Lixia Zhang University of California, Los Angeles
Dan Massey
Dan Massey University of Colorado Boulder
Jia Wang
Jia Wang AT&T (United States)
Beichuan Zhang
Beichuan Zhang University of Arizona
Lan Wang
Lan Wang University of Memphis
Lusheng Ji
Lusheng Ji AT&T (United States)
MohammadTaghi Hajiaghayi
MohammadTaghi Hajiaghayi University of Maryland, College Park
Jun Xu
Jun Xu Georgia Institute of Technology
Alexandre Gerber
Alexandre Gerber AT&T (United States)
Thomas Moscibroda
Thomas Moscibroda Microsoft (United States)

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