Bio

I am now an Associate Professor at Institute of Software, Chinese Academy of Sciences (ISCAS), and work in the Technique Center of Software Engineering (TCSE) and the State Key Laboratory of Computer Science (SKLCS) at ISCAS. I got my Ph.D. degree in January 2014 in Institute of Software, Chinese Academy of Sciences, and received my Master degree in Computer Science from University of Electronic Sciences and Technology of China in 2008.
Research interests:
My research research interests include Software Reliability Engineering (SRE), Artificial Intelligence for IT Operations (AIOps), Cloud Computing, Service Computing and now with a focus on Optimization for Big Data.

Projects

[Principal Investigator]

  1. National Key R&\D Program of China (No. 2017YFB1400804), Service Integration and Intelligent Management for the Cloud Platform of Scientific and Technological Resources, 2017.12-2020.11.
  2. National Natural Science Foundation of China (No. 61872344), Anomaly Diagnosis for Cloud Applications by Inferring Execution Traces, 2019.01-2022.12.
  3. National Natural Science Foundation of China (No. 61402450), Statistical Learning based Fault Detection and Diagnosis for Cloud Systems, 2015.01-2017.12.
  4. Beijing Natural Science Foundation (No. 4182070), Fault Diagnosis for Microservice-based Software by mining traces, 2018.01-2020.12.
  5. Beijing Natural Science Foundation (No. 4154088), Statistical Monitoring based Fault Tolerance for Cloud Systems, 2015.01-2016.12.
  6. Ant Financial Scientific Research Fund, Machine Learning based Attack Detection and Adversarial Research, 2017.08-2018.07.
  7. Venustech Swan Goose Research Program, Unsupervised Learning based Anomaly Detection in Cloud Computing, 2016.08-2017.07.

Publications

[Selected International Journal]

  1. Tao Wang, Wenbo Zhang, Jiwei Xu, Zeyu Gu. Workflow-aware Automatic Fault Diagnosis for Microservice-based Applications with Statistics.
    IEEE Transactions on Network and Service Management, 2020. DOI:10.1109/TNSM.2020.3022028. (IF:3.878, JCR Q1)
  2. Tao Wang, Jiwei Xu, Wenbo Zhang, Zeyu Gu, Hua Zhong. Self-adaptive cloud monitoring with online anomaly detection.
    Future Generation Computer Systems, 80(3):89-101, 2018. (IF:6.125, JCR Q1)
  3. Tao Wang, Jiwei Xu, Wenbo Zhang, Jianhua Zhang, Jun Wei, Hua Zhong. ReSeer: Efficient search-based replay for multiprocessor virtual machines.
    Journal of Systems and Software, 126(4):101-112, 2017. (IF:2.45, JCR Q2)
  4. Jiwei Xu, Tao Wang, Xiaozhao Xing, Wenbo Zhang, Zeyu Gu, Hua Zhong. Efficient image restoration of virtual machines with reference count based rewriting and caching.
    Future Generation Computer Systems, 77(12):87-96, 2017. (Corresponding Author) (IF:6.125, JCR Q1)
  5. Tao Wang, Wenbo Zhang, Chunyang Ye, Jun Wei, Hua Zhong, Tao Huang. FD4C: Automatic Fault Diagnosis Framework for Web Applications in Cloud Computing.
    IEEE Transactions on Systems, Man and Cybernetics: Systems, 46(1):61-75, 2016. (IF:9.309, JCR Q1)
  6. Tao Wang, Jun Wei,Wenbo Zhang,Hua Zhong,Tao Huang. Workload-Aware Anomaly Detection for Web Applications.
    Journal of Systems and Software, 89(3):19-32,2014. (IF:2.45, JCR Q2)
  7. Tao Wang, Jun Wei,Feng Qin,Wenbo Zhang,Hua Zhong,Tao Huang. Detecting Performance Anomaly with Correlation Analysis for Internetware.
    SCIENCE CHINA Information Sciences, 56(8), 082104(15),2013. (IF:3.304, JCR Q2)
[Selected Chinese Journal]
  1. Tao Wang, Wei Chen, Juan Li, Shaohua Liu, Lingang Su, Wenbo Zhang. Association Mining Based Consistent Service Configuration.
    Journal of Computer Research and Development, 57(1):188-201,2020. (CCF A)
  2. Tao Wang, Zeyu Gu, Wenbo Zhang, Jiwei Xu, Jun Wei, Hua Zhong. Adaptive Monitoring Based Fault Detection for Cloud Computing Systems.
    Chinese Journal of Computers, 41(6):1332-1345,2018. (CCF A)
  3. Tao Wang, Wenbo Zhang, Jiwei Xu, Jun Wei, Hua Zhong. A Survey of Fault Detection for Distributed Software Systems with Statistical Monitoring in Cloud Computing.
    Chinese Journal of Computers, 40(2):397-413,2017. (CCF A)
  4. Ziyong Wang, Tao Wang, Wenbo Zhang, Ningjiang Chen, Chun Zuo. Fault Diagnosis for Microservices with Execution Trace Monitoring.
    Journal of Software, 28(6):1435-1454,2017. (CCF A)
  5. Tao Wang, Jun Wei, Wenbo Zhang, Hua Zhong. Online Anomaly Detection Approach for Web Applications with Workload Pattern Recognition.
    Journal of Software, 23(10):2705-2719,2012. (CCF A)

Awards

  1. Youth Innovation Promotion Association of Chinese Academy of Sciences, 2018
  2. Outstanding Young Scientific and Technological Talents Program of ISCAS, 2016

-->