This image shows Teerat Pitakrat

Teerat Pitakrat

Dr. rer. nat.

Postdoctoral Researcher
Institute of Software Engineering
Software Quality and Architecture Group
[Photo: U. Regenscheit / University of Stuttgart]

Contact


Business card (VCF)

Universitätsstraße 38
70569 Stuttgart
Germany

Office Hours

by appointment

  1. 2017

    1. Düllmann, T. F., Heinrich, R., v. Hoorn, A., Pitakrat, T., Walter, J., & Willnecker, F. (2017). CASPA: A platform for comparability of architecture-based software performance engineering approaches. International Conference on Software Architecture Workshops (ICSAW), 294–297. https://doi.org/10.1109/ICSAW.2017.26
    2. Pitakrat, T., Okanović, D., van Hoorn, A., & Grunske, L. (2017). Hora: Architecture-aware online failure prediction. Journal of Systems and Software, Online first. doi: 10.1016/j.jss.2017.02.041.

  2. 2016

    1. Pitakrat, T., Okanovic, D., van Hoorn, A., & Grunske, L. (2016). An architecture-aware approach to hierarchical online failure prediction. Proceedings of the 12th International ACM SIGSOFT Conference on Quality of Software Architectures (QoSA), 60–69.

  3. 2014

    1. Pitakrat, T., Grunert, J., Kabierschke, O., Keller, F., & van Hoorn, A. (2014). A framework for system event classification and prediction by means of machine learning. Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools (VALUETOOLS), 173–180.
    2. Pitakrat, T., van Hoorn, A., & Grunske, L. (2014). Increasing dependability of component-based software systems by online failure prediction (short paper). Proceedings of the 10th European Dependable Computing Conference (EDCC), 66–69.

  4. 2013

    1. Pitakrat, T., van Hoorn, A., & Grunske, L. (2013). A comparison of machine learning algorithms for proactive hard disk drive failure detection. Proceedings of the 4th International ACM Sigsoft Symposium on Architecting Critical Systems (ISARCS), 1–10.
    2. Pitakrat, T. (2013). Hora: online failure prediction framework for component-based software systems based on Kieker and Palladio. Symposium on Software Performance. Joint Kieker/Palladio Days., 39–48.

Winter semester 2017/2018

  • Selected Topics in Software Engineering: Software Quality Verification and Forecasting

Summer semester 2017

  • Hauptseminar: Advanced Software Engineering: Non-Functional Aspects in Software Engineering

Winter semester 2016/2017

  • Sichere und zuverlässige Softwaresysteme
  • Seminar: Selected Topics in Software Engineering: Software Quality Verification and Forecasting

Summer semester 2016

  • Hauptseminar: Advanced Software Engineering: Non-Functional Aspects in Software Engineering

Winter semester 2015/2016

  • Sichere und zuverlässige Softwaresysteme
  • Selected Topics in Software Engineering: Software Quality Verification and Forecasting

Summer semester 2015

  • Datenstrukturen und Algorithmen
  • Advanced Software Engineering: Non-Functional Aspects in Software Engineering

Summer semester 2014

  • Datenstrukturen und Algorithmen

Winter semester 2013/2014

  • Data Structures and Algorithms
  • Selected Topics in Software Engineering: Software Verification

Summer semester 2013

  • Advanced Software Engineering: Software Analytics
  • Software performance and resilience Engineering
  • Application performance monitoring and prediction
  • Online failure prediction in distributed systems
  • Application containerization and cloud platforms
  • Architectural model extraction and transformation
  • Continuous integration and continuous delivery in microservice architecture
  • Machine learning and pattern recognition

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