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Tanja Hagemann, M.Sc.

Lupe

Tanja Hagemann is an external research assistant and PhD candidate at Service-centric Networking. In 2016 she achieved her Master's degree in mathematics at Wuppertal University with a focus on stochastic processes and multi-dimensional, complex analysis.

Besides her studies she gained versatile experience in data science and applied statistics during projects in a market research institute, at DLR Neustrelitz and at Wuppertal Institute for Climate, Environment and Energy. 

At SNET she is responsible for the research project ALMA which aims to improve the maintenance of cloud-based infrastructures through machine learning and deep learning. Her further research is in cooperation with T-Labs in the area of Future Networks & AI, where she is involved in the research and development of machine learning solutions for Deutsche Telekom.

Research Interests

  • Data Science
  • Machine Learning
  • Deep Learning
  • Anomaly Detection
  • Statistical Learning Theory
  • Applied Statistics
  • Probability Theory
  • Stochastic Analysis

Publications

A Systematic Review on Anomaly Detection for Cloud Computing Environments
Citation key HagemanNKatsarouAICCC2020
Author Hagemann, T. and Katsarou, K.
Title of Book 3rd Artificial Intelligence and Cloud Computing Conference (AICCC 2020)
Pages 83-96
Year 2020
Publisher ACM
Bibtex Type of Publication SNET Data Science
Link to publication Download Bibtex entry

Lorbeer, B. and Deutsch, T. and Ruppel, P. and Küpper, A. (2019). Anomaly Detection with HMM Gauge Likelihood Analysis. 2019 IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService), 1–8.


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Tanja Hagemann M.Sc.
Service-centric Networking
TEL 19
Ernst-Reuter-Platz 7
10587 Berlin
Phone: +49 30 8353-58337
Fax: +49 30 8353 58409