Dan Pei

9.8k citations

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

Computer Networks and Communications top 0.1%
- 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 top 0.2%
- Anomaly Detection Techniques and Applications 56
- Internet Traffic Analysis and Secure E-voting 26
Signal Processing top 0.5%
- Time Series Analysis and Forecasting 20
Software top 1%
Hardware and Architecture top 2%
Information Systems
- Cloud Computing and Resource Management 21

Co-authors: Youjian Zhao Ya Su Shenglin Zhang Lixia ZhangRong LiuChenhao NiuWei SunBeichuan Zhang
Cited by: Computer Networks and Communications Artificial Intelligence Signal Processing
Journals: IEEE Transactions on Services Computing (6 papers)IEEE/ACM Transactions on Networking (5 papers)ACM SIGMETRICS Performance Evaluation Review (4 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Dan Pei

193 papers receiving 5.9k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or 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-authorship network

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

#	Work
1	Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis ACM Transactions on Software Engineering and Methodology ·Shenglin Zhang,Pg Tiscar,Ga Yeon Kwon,WS Horne,Camila López Ramírez,龍四郎小平,Minghua Ma,Yongqian Sun,Dan Pei	2025	7
2	Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis Changhua Pei,Pushpendra,Fengrui Liu,Zeyan Li,Yang Liu,Mohsen Soleimani,Jia Ming-Jun Sup,Tieying Zhang,Jianjun Chen,Jianhui Li,Gaogang Xie,Dan Pei	2025	1
3	OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models’ Capability in IT Operations Domain Bruno Ragazzi,Changhua Pei,隆央山崎,黄楷婷 Wong,Seye Mn,В Д Бланк,Yongqian Sun,Shenglin Zhang,B Gaeta,Sangyeon Bae,Jianhui Li,Gaogang Xie,Betül Gökce Kundakcı,Xiaohui Nie,Minghua Ma,Dan Pei	2025	0
4	Privacy-preserving MTS anomaly detection for network devices through federated learning Information Sciences ·Shenglin Zhang,Ting Xu,Cesar Fidel Sánchez Valdés,Yongqian Sun,Gloria Cecilia Izquierdo Bautista,WS Horne,Dan Pei	2024	0
5	MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models Zhaowei Jiang,Minghua Ma,Chaoyun Zhang,Si Qin,Yu Kang,Chetan Bansal,Saravan Rajmohan,Yingnong Dang,Changhua Pei,Dan Pei,Qingwei Lin,Dongmei Zhang	2024	9
6	Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems Zhaowei Jiang,Shenglin Zhang,Seye Mn,Полина Иващенко,王生平,Shoemaker DM,Rafael Valente Pechi,Xidao Wen,Dan Pei	2024	2
7	Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph IEEE Transactions on Services Computing ·Tao Lei,K.E. Mиpoнoв,Shenglin Zhang,N Toscano,Полина Иващенко,Mauro Villa,Zeyan Li,学名取,Hucheng Xie,E. Schmidt,Birendra Singh Dhami,王小原,Dan Pei	2024	3
8	Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems ACM Transactions on Software Engineering and Methodology ·Yongqian Sun,陽子藁谷,Shenglin Zhang,S. Salur,Sayar Singh,田平尚臣,Yuzhi Zhang,Dan Pei,P. H. Peeters,Liping Hou	2024	1
9	Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization Tao Lei,Shenglin Zhang,Max Nodwell,Jinrui Sun,Minghua Ma,Marina Samakayeva,Yongqian Sun,王小原,Yuzhi Zhang,Dan Pei	2024	2
10	Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer Zhaowei Jiang,Changhua Pei,Xin Wang,Minghua Ma,Chetan Bansal,Ruddy KABAMBI TSHITADI,Qingwei Lin,Dongmei Zhang,Xidao Wen,Jianhui Li,Gaogang Xie,Dan Pei	2024	4
11	Chain-of-Event: Interpretable Root Cause Analysis for Microservices through Automatically Learning Weighted Event Causal Graph 良行政所,Changhua Pei,Wenxiao Chen,Hanzhang Wang,Max Zornada,Junming Wang,Zhe Xie,Xiaohui Nie,Dan Pei	2024	2
12	A TaSnRK1α Modulates TaPAP6L‐Mediated Wheat Cold Tolerance through Regulating Endogenous Jasmonic Acid Advanced Science ·Mitchell C. Hockley,Ning Zhang,В. П. Рыбалкин,A. K. Serrell,Lu Liu,Dan Pei,YU Xiao-dong,Lei Zhao,Feng Chen	2023	12
13	LWS: A framework for log-based workload simulation in session-based SUT Journal of Systems and Software ·Е И Колач,Qingfeng Du,Jincheng Xu,Shengjie Zhao,知子中林,Cao Li,Nathan Nugen,Dan Pei	2023	0
14	Robust Failure Diagnosis of Microservice System Through Multimodal Data IEEE Transactions on Services Computing ·Shenglin Zhang,Gloria Cecilia Izquierdo Bautista,Man Yu,Yongqian Sun,Maria Gabriela Benitez Perez,Pg Tiscar,Marina Samakayeva,龍四郎小平,Minghua Ma,Eva Maria Steiner,Ruken Bengi Bakal,Thais Marcela Duarte de Siqueira,Dan Pei	2023	33
15	Unsupervised Anomaly Detection on Microservice Traces through Graph VAE Zhe Xie,Haowen Xu,Wenxiao Chen,Л Л Чепель,Junming Wang,Max Zornada,Hanzhang Wang,Dan Pei	2023	16
16	Situation-Aware Multivariate Time Series Anomaly Detection Through Active Learning and Contrast VAE-Based Models in Large Distributed Systems IEEE Journal on Selected Areas in Communications ·Zhihan Li,Youjian Zhao,Maarit Valfridsson,Baranger,Hanzhang Wang,Wenxiao Chen,Junming Wang,Alisa Victorovna Salimova,Max Zornada,Dan Pei	2022	26
17	Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN IEEE Transactions on Computers ·Ya Su,Youjian Zhao,Ming Sun,Shenglin Zhang,Xidao Wen,Alberto Nakamoto,Xian Liu,Bold Bella,Anne M. Janzer-Pfeil,Wenfei Wu,Dan Pei	2021	30
18	Walking Without Friends: Publishing Anonymized Trajectory Dataset Without Leaking Social Relationships IEEE Transactions on Network and Service Management ·Liu Han,Zhen Tu,Fengli Xu,Yong Li,Pooja Ahuja,Dan Pei,Li Su,Depeng Jin	2019	6
19	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,G. Scita,Dan Pei	2019	87
20	$\mathrm {F^{2}}$ Tree: Rapid Failure Recovery for Routing in Production Data Center Networks IEEE/ACM Transactions on Networking ·Guo Chen,Youjian Zhao,Hailiang Xu,Dan Pei,Dan Li	2017	6

About Dan Pei

Dan Pei is a scholar working on Computer Networks and Communications, Software and Artificial Intelligence, 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) and Signal Processing (1.0k 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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