Dr. rer. nat.

Teerat Pitakrat

Postdoctoral Researcher
Institute of Software Technology
Reliable Software Systems Research Group
[Photo: U. Regenscheit / University of Stuttgart]

Contact


Business card (VCF)

Universitätsstraße 38
70569 Stuttgart
Deutschland

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. IEEE.
  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. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications  Engineering).
    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. IEEE.
  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. ACM.
    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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