Looking for motivated students (undergrads and grads) interested in working on embedded software and systems research. Mail Sebastian Fischmeister for further information.
Postdoc
Oleg is currently a postdoctoral researcher in the Embedded Software Group, University of Waterloo. His research interests are focused on application of data mining and machine learning algorithms on execution traces to help embedded software developers better understand their systems.
Oleg has recently completed his PhD at LIG lab and STMicroelectronics in Grenoble, France. During his PhD, Oleg worked on execution trace analysis to facilitate temporal debugging of embedded software running on Systems-on-Chip from STMicroelectronics. He got his Masters in Computer Science from the University of Grenoble Alpes (France) in 2012, and his Bachelors in Computer Science from the Sumy State University (Ukraine) in 2010.
Affiliation:
University of Waterloo
Publications with this group
2020
, "Parameterless Semi-Supervised Anomaly Detection in Univariate Time Series", Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML), 2020.
[pdf] (734.3 KB)
[pdf] (734.3 KB) 2018
, "Mining Task Precedence Graphs from Real-Time Embedded System Traces", Real-Time and Embedded Technology and Applications Symposium (RTAS), Porto, Portugal, 2018.
[pdf] (185.42 KB)
[pdf] (185.42 KB) 2017
, "Periodic Task Mining in Embedded System Traces", IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS), Pittsburgh, USA, pp. 331-340, 2017.
[pdf] (389.55 KB)
[pdf] (389.55 KB)