Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services-Reference-Cited by-同舟云学术

Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services

Published:2022-08 Issue:8 Volume:40 Page:2440-2455
ISSN:0733-8716
Container-title:IEEE Journal on Selected Areas in Communications
language:
Short-container-title:IEEE J. Select. Areas Commun.

Author:

Zhang Shenglin¹^ORCID,Zhong Zhenyu²,Li Dongwen²,Fan Qiliang²^ORCID,Sun Yongqian²^ORCID,Zhu Man²,Zhang Yuzhi¹^ORCID,Pei Dan³^ORCID,Sun Jiyan⁴,Liu Yinlong⁴^ORCID,Yang Hui⁵,Zou Yongqiang⁵

Affiliation:

1. College of Software, Nankai University, Tianjin, China

2. Nankai University, Tianjin, China

3. Department of Computer Science, Tsinghua University, Beijing, China

4. Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

5. Accumulus Technologies (Tianjin) Company Ltd., Tianjin, China

Funder

National Key Research and Development Program of China

National Science Foundation of Tianjin

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Beijing National Research Center for Information Science and Technology

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Link

http://xplorestaging.ieee.org/ielx7/49/9830856/09791391.pdf?arnumber=9791391

Reference66 articles.

1. FUNNEL: Assessing Software Changes in Web-Based Services

2. A Novel Web Anomaly Detection Approach Based on Semantic Structure

3. Automatic unsupervised outlier model selection;zhao;Proc Adv Neural Inf Process Syst,2021

4. Supervised representation learning: Transfer learning with deep autoencoders;zhuang;Proc Intern Joint Conf Artificial Intel (IJCAI),2015

5. A Comprehensive Survey on Transfer Learning

Cited by 19 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

2. MLPing: Real-Time Proactive Fault Detection and Alarm for Large-Scale Distributed IDC Network;2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS);2024-07-23

3. Domain adaptive deep semi-supervised transfer learning for anomaly detection in OpenWiFi;2024 International Wireless Communications and Mobile Computing (IWCMC);2024-05-27

4. Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective;Proceedings of the ACM Web Conference 2024;2024-05-13

5. Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems;Proceedings of the ACM Web Conference 2024;2024-05-13