Adjunct Lecturer
Department of Distributed and Dependable SystemsFaculty of Mathematics and Physics
Charles University
Malostranské náměstí 25
118 00 Praha 1
Czech Republic
E-mail: asch@d3s.mff.cuni.cz
Office: S205
Bio
I am a computer scientist interested in Systems (recently) and Artificial Intelligence (formerly). I am just about to finish my second MS degree (now in Systems) at Charles University — I work on storage technologies with Peter Desnoyers from Northeastern University and Petr Tuma from Charles University. Before that, I was working on Software Defined Networking and Network Function Virtualization. I also teach systems related courses as an adjunct lecturer.
I got MS with highest honors in Artificial Intelligence from CS dept. at FEE CTU. My supervisors were Ondrej Kuzelka and Filip Zelezny from IDA. I worked on Lifted Relational Neural Networks.
Before that, I got BS with highest honors in Computer Science from FIT BUT. My supervisors were Tomas Hruska and Zdenek Prikryl from HW-SW Codesign Research Group (now CODASIP). I worked on Automated Testing System for HW-SW co-design.
During and around my studies, I worked at Red Hat twice, working on Fedora OS and Linux networking eventually and also had my own business on deploying open-source technologies in enterprise sector.
Research
- Currently working on DIS: blockDevice over Immutable Storage. [Github]
- Operating Systems, Storage and Computer Networks. (Recently)
- Artificial Intelligence and Machine Learning. (Formerly)
- Google Scholar
- DBLP
Publications
Journal and Conference Papers:
Paper from Master Thesis Submitted to OSDI ‘21. [Github]
Lifted relational neural networks: Efficient learning of latent relational structures. Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezny, Steven Schockaert, Ondrej Kuzelka. JAIR 2018.
Lightly Refereed Papers:
LSDN — Manage complex (virtual) networks in cloud environment with Linux kernel facilities. Vojtech Aschenbrenner, Roman Kapl, Jan Matejek, Adam Vyskovsky. Netdevconf 2018. [Github]
Lifted relational neural networks. Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezny, Ondrej Kuzelka. arXiv 2015.
Lifted relational neural networks. Gustav Sourek, Vojtech Aschenbrenner, Filip Zelezny, Ondrej Kuzelka. CoCo @ NIPS 2015.
Horn-clause neural networks. Vojtech Aschenbrenner, Ondrej Kuzelka. SML 2014.
Deep Relational Learning with Predicate Invention. Vojtech Aschenbrenner. Master thesis 2013.
Teaching
- Winter Semester 2020/2021
- Linux Administration; Advanced specialized course.
- Summer Semester 2019/2020
- Introduction to Linux; Introductory mandatory course.
- Winter Semester 2019/2020
- Unix Administration; Advanced specialized course.
- Summer Semester 2018/2019
- Introduction to Unix; Introductory mandatory course.
- Programming in Python; Advanced specialized course.
- Winter Semester 2018/2019
- Unix Administration; Advanced specialized course.