Dan Pei

9.8k citations

212 papers · 6.1k · 3 hit papers · h-index 42

Impact in

Computer Networks and Communications top 0.1%
- Network Security and Intrusion Detection
- Software System Performance and Reliability
- Network Traffic and Congestion Control
- Software-Defined Networks and 5G
- Caching and Content Delivery
Artificial Intelligence top 0.2%
- Anomaly Detection Techniques and Applications
- Internet Traffic Analysis and Secure E-voting

Papers in

Computer Networks and Communications 185
- Network Security and Intrusion Detection 79
- Software System Performance and Reliability 77
- Network Traffic and Congestion Control 36
- Software-Defined Networks and 5G 30
Artificial Intelligence 97
- Anomaly Detection Techniques and Applications 56
- Internet Traffic Analysis and Secure E-voting 26

Co-authors: Youjian Zhao (30 shared papers)Ya Su (6 shared papers)Shenglin Zhang (70 shared papers)Lixia Zhang (16 shared papers)Rong Liu (3 shared papers)Chenhao Niu (2 shared papers)Wei Sun (1 shared paper)Beichuan Zhang (14 shared papers)
Journals: IEEE Transactions on Services Computing (6 papers)IEEE/ACM Transactions on Networking (5 papers)ACM SIGMETRICS Performance Evaluation Review (4 papers)IEEE Transactions on Network and Service Management (4 papers)Computer Networks (4 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Dan Pei

193 papers receiving 5.9k citations

Dan Pei's Hit Papers

align trajectories log scale

Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding 2021 · 215 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2021 Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
2019 Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
2019 LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

Peers

Countries citing papers authored by Dan Pei

Since Specialization

Citations

This map shows the geographic impact of Dan Pei's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dan Pei with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dan Pei more than expected).

Fields of papers citing papers by Dan Pei

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dan Pei. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dan Pei. The network helps show where Dan Pei may publish in the future.

Co-authors

The 25 scholars most cited alongside Dan Pei, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Dan Pei Line = papers co-authored together Dan Pei links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 212 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network Ya Su, Youjian Zhao, Chenhao Niu, Rong Liu, Wei Sun, Dan Pei Hit paper breakdown →	2019	840
2	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 Hit paper breakdown →	2019	354
3	Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding Zhihan Li, Youjian Zhao, Jiaqi Han, Ya Su, Rui Jiao, Xidao Wen, Dan Pei Hit paper breakdown →	2021	215
4	Opprentice Dapeng Liu, Youjian Zhao, Haowen Xu, Yongqian Sun, Dan Pei, Jiao Luo, Xiaowei Jing, Feng Mei	2015	181
5	PHAS: a prefix hijack alert system USENIX Security Symposium ·Mohit Lad, Dan Massey, Dan Pei, Yiguo Wu, Beichuan Zhang, Lixia Zhang	2006	159
6	The (In)Completeness of the Observed Internet AS-level Structure IEEE/ACM Transactions on Networking ·Ricardo Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, Lixia Zhang	2009	131
7	To Cache or Not to Cache: The 3G Case IEEE Internet Computing ·Jeffrey Erman, Alexandre Gerber, Mohammad Taghi Hajiaghayi, Dan Pei, Subhabrata Sen, Oliver Spatscheck	2011	130
8	An analysis of BGP multiple origin AS (MOAS) conflicts Xiaoliang Zhao, Dan Pei, Lan Wang, Dan Massey, Allison Mankin, S. Felix Wu, Lixia Zhang	2001	116
9	Observation and analysis of BGP behavior under stress Lan Wang, Xiaoliang Zhao, Dan Pei, Randy Bush, Daniel Massey, Allison Mankin, S. Felix Wu, Lixia Zhang	2002	110
10	Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks Ping Liu, Haowen Xu, Qianyu Ouyang, Rui Jiao, Zhekang Chen, Shenglin Zhang, Jiahai Yang, Linlin Mo, Jice Zeng, Wenman Xue, Dan Pei	2020	106
11	Improving BGP convergence through consistency assertions Dan Pei, Xiaoliang Zhao, Lan Wang, Dan Massey, Allison Mankin, S. Felix Wu, Lixia Zhang	2002	100
12	BGP-RCN: improving BGP convergence through root cause notification Computer Networks ·Dan Pei, M. Azuma, Dan Massey, Lixia Zhang	2004	96
13	A light-weight distributed scheme for detecting ip prefix hijacks in real-time Changxi Zheng, Lusheng Ji, Dan Pei, Jiajie Wang, Paul Francis	2007	95
14	Where the sidewalk ends Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Kai Chen, David Choffnes, Rahul Potharaju, Yan Chen, Fabián E. Bustamante, Dan Pei, Yao Zhao	2009	94
15	Dynamic TCP Initial Windows and Congestion Control Schemes Through Reinforcement Learning IEEE Journal on Selected Areas in Communications ·Xiaohui Nie, Youjian Zhao, Zhihan Li, Guo Chen, Kaixin Sui, Jiyang Zhang, Zijie Ye, Dan Pei	2019	87
16	Diagnosing root causes of intermittent slow queries in cloud databases Proceedings of the VLDB Endowment ·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	2020	86
17	Localizing Failure Root Causes in a Microservice through Causality Inference Yuan Meng, Shenglin Zhang, Yongqian Sun, Ruru Zhang, Zhilong Hu, Yiyin Zhang, Chen‐Yang Jia, Zhaogang Wang, Dan Pei	2020	81
18	In search of the elusive ground truth Ricardo V. Oliveira, Dan Pei, Walter Willinger, Beichuan Zhang, Lixia Zhang	2008	79
19	Network-aware forward caching Jeffrey Erman, Alexandre Gerber, Mohammad Taghi Hajiaghayi, Dan Pei, Oliver Spatscheck	2009	79
20	Practical Root Cause Localization for Microservice Systems via Trace Analysis Zeyan Li, Junjie Chen, Rui Jiao, Nengwen Zhao, Zhijun Wang, Shuwei Zhang, Yanjun Wu, Jiang Long, Leiqin Yan, Zikai Wang, Zhekang Chen, Wenchi Zhang, Xiaohui Nie, Kaixin Sui, Dan Pei	2021	73

About Dan Pei

Dan Pei is a scholar working on Computer Networks and Communications, Artificial Intelligence, Information Systems, Electrical and Electronic Engineering and Signal Processing, having authored 212 papers that have together received 6.1k indexed citations. Recurring topics across this work include Network Security and Intrusion Detection (79 papers), Software System Performance and Reliability (77 papers), Anomaly Detection Techniques and Applications (56 papers), Network Traffic and Congestion Control (36 papers), Software-Defined Networks and 5G (30 papers), Internet Traffic Analysis and Secure E-voting (26 papers), Cloud Computing and Resource Management (21 papers) and Time Series Analysis and Forecasting (20 papers). The work is most often cited by research in Computer Networks and Communications (5.0k citations), Artificial Intelligence (3.4k citations), Signal Processing (1.0k citations), Software (343 citations) and Hardware and Architecture (369 citations). Dan Pei has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Youjian Zhao, Ya Su, Shenglin Zhang, Lixia Zhang, Rong Liu, Chenhao Niu, Wei Sun, Beichuan Zhang, Dan Massey and Weibin Meng. Their work appears in journals such as IEEE Transactions on Services Computing, IEEE/ACM Transactions on Networking, ACM SIGMETRICS Performance Evaluation Review, IEEE Transactions on Network and Service Management and Computer Networks.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Dan Pei's Hit Papers

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About Dan Pei

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