TU Wien Informatics

Thomas Rausch

Projektass. Dipl.-Ing. / BSc

Research Focus

Research Areas

  • Internet of Things, Internet Technologies, Software Architecture, Software Engineering, Distributed Systems
Thomas Rausch

About

Efficient machine-to-machine communication in the Internet of Things, event-based systems for Edge computing applications

Role

2020W

2021S

 

  • Optimized container scheduling for data-intensive serverless edge computing / T. Rausch, A. Rashed, S. Dustdar / Future Generation Computer Systems, Volume 114 (2021), 259 - 271
  • An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms / T. Rausch, W. Hummer, V. Muthusamy / Talk: 2020 USENIX Conference on Operational Machine Learning (OpML 2020) - Online Conference, Berkeley, CA, USA; 2020-07-28 - 2020-08-07; in: "Proceedings of the 2020 USENIX Conference on Operational Machine Learning (OpML 2020)", USENIX Association, (2020), ISBN: 978-1-939133-15-1; 17 - 19
  • Synthesizing Plausible Infrastructure Configurations for Evaluating Edge Computing Systems / T. Rausch, C. Lachner, P. Frangoudis, P. Raith, S. Dustdar / Talk: 3rd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2020 - Online Conference, Berkeley, CA, USA; 2020-06-25 - 2020-06-26; in: "3rd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2020", I. Ahmad, M. Zhao (ed.); USENIX Association, (2020), #1 - #8
  • PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms / T. Rausch, W. Hummer, V. Muthusamy / Report for CoRR - Computing Research Repository; Report No. arXiv:2006.12587, 2020; 11 pages
  • ORIOT: A Source Location Privacy System for Resource Constrained IoT Devices / C. Lachner, T. Rausch, S. Dustdar / Talk: IEEE Global Communications Conference, GLOBECOM 2019, Waikoloa, HI, USA; 2019-12-09 - 2019-12-13; in: "Proceedings of the IEEE Global Communications Conference, GLOBECOM 2019", IEEE, (2019), ISBN: 978-1-7281-0962-6; #1 - #6
  • Demo: A System for Operating Energy-Aware Cloudlets (Best Demo Award) / T. Rausch, P. Raith, P. Pillai, S. Dustdar / Talk: Demo Session at the 4th ACM/IEEE Symposium on Edge Computing (SEC 2019), Arlington, Virginia, USA; 2019-11-07 - 2019-11-09; in: "Proceedings of the 4th ACM/IEEE Symposium on Edge Computing (SEC 2019)", ACM, (2019), ISBN: 978-1-4503-6733-2; 307 - 309
  • Sensyml: Simulation Environment for large-scale IoT Applications / H. Isakovic, R. Grosu, B. Wally, T. Rausch, S. Dustdar, G. Kappel, D. Ratasich, V. Bisanovic / Talk: 45th Annual Conference of the IEEE Industrial Electronics Society (IECON 2019), Lisbon, Portugal, Portugal; 2019-10-14 - 2019-10-18; in: "IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society", IEEE Xplore, (2019), ISBN: 978-1-7281-4878-6; 3024 - 3030
  • Towards a Serverless Platform for Edge AI / T. Rausch, W. Hummer, V. Muthusamy, A. Rashed, S. Dustdar / Talk: 2nd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2019, Renton, WA, USA; 2019-07-09; in: "2nd USENIX Workshop on Hot Topics in Edge Computing, HotEdge 2019", I. Ahmad, S. Sundararaman (ed.); USENIX Association, (2019), #1 - #7
  • Context-Aware Enforcement of Privacy Policies in Edge Computing / C. Lachner, T. Rausch, S. Dustdar / Talk: IEEE International Congress on Big Data (IEEE BigData Congress 2019) part of the 2019 IEEE World Congress on Services, Milan, Italy; 2019-07-08 - 2019-07-13; in: "Proceedings of the IEEE International Congress on Big Data (IEEE BigData Congress 2019) part of the 2019 IEEE World Congress on Services", E. Bertino, C. Chang, P. Chen, E. Damiani, M. Goul, K. Oyama (ed.); IEEE, (2019), ISBN: 978-1-7281-2773-6; 1 - 6
  • Edge Intelligence: The Convergence of Humans, Things, and AI / T. Rausch, S. Dustdar / Talk: IEEE International Conference on Cloud Engineering (IC2E 2019), Prague, Czech Republic (invited); 2019-06-24 - 2019-06-27; in: "Proceedings of the IEEE International Conference on Cloud Engineering (IC2E 2019)", IEEE, (2019), ISBN: 978-1-7281-0219-1; 86 - 96
  • A Deviceless Edge Computing Approach for Streaming IoT Applications / M. Gusev, B. Koteska, M. Kostoska, B. Jakimovski, S. Dustdar, O. Scekic, T. Rausch, S. Nastic, S. Ristov, T. Fahringer / IEEE Internet Computing, Volume 23 (2019), Issue 1; 37 - 45
  • A Framework for Optimization, Service Placement, and Runtime Operation in the Fog / O. Skarlat, V. Karagiannis, T. Rausch, K. Bachmann, S. Schulte / Talk: 11th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2018), Zurich, Switzerland; 2018-12-17 - 2018-12-20; in: "Proceedings of the 11th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2018)", A. Sill, J. Spillner (ed.); IEEE Computer Society, (2018), ISBN: 978-1-5386-5504-7; 164 - 173
  • Portable Energy-Aware Cluster-Based Edge Computers / T. Rausch, C. Avasalcai, S. Dustdar / Talk: 2018 3rd ACM/IEEE Symposium on Edge Computing (SEC 2018), Bellevue, WA, USA; 2018-10-25 - 2018-10-27; in: "Proceedings of the 2018 3rd ACM/IEEE Symposium on Edge Computing (SEC 2018)", IEEE, (2018), ISBN: 978-1-5386-9445-9; 260 - 272
  • CPS/IoT Ecosystem: A Platform for Research and Education / H. Isakovic, D. Ratasich, C. Hirsch, M. Platzer, B. Wally, T. Rausch, D. Nickovic, W. Krenn, G. Kappel, S. Dustdar, R. Grosu / Talk: 14th Workshop on Embedded and Cyber-Physical Systems Education (WESE 2018), Turin, Italien; 2018-10-04 - 2018-10-05; in: "Cyber Physical Systems. Model-Based Design. 8th International Workshop on Model-Based Design of Cyber Physical Systems (CyPhy 2018), and 14th International Workshop on Embedded and Cyber-Physical Systems Education (WESE 2018)", R. Chamberlain, W. Taha, M. Törngren (ed.); Springer International Publishing, (2019), ISBN: 978-3-030-23702-8
  • EMMA: Distributed QoS-Aware MQTT Middleware for Edge Computing Applications / T. Rausch, S. Nastic, S. Dustdar / Talk: IEEE International Conference on Cloud Engineering (IC2E 2018), Orlando, Florida, USA; 2018-04-17 - 2018-04-20; in: "Proceedings of the IEEE International Conference on Cloud Engineering (IC2E 2018)", A. Chandra, J. Li, Y. Cai, T. Guo (ed.); IEEE, (2018), ISBN: 978-1-5386-5009-7; 191 - 197
  • Osmotic Message-Oriented Middleware for the Internet of Things / T. Rausch, S. Dustdar, R. Ranjan / IEEE Cloud Computing, Volume 5 (2018), Issue 2; 17 - 25
  • Message-Oriented Middleware for Edge Computing Applications / T. Rausch / Talk: 18th Doctoral Symposium of the 18th International Middleware Conference (Middleware 2017), Las Vegas, NV, USA; 2017-12-11 - 2017-12-15; in: "Proceedings of the 18th Doctoral Symposium of the 18th International Middleware Conference (Middleware 2017)", ACM, (2017), ISBN: 978-1-4503-5199-7; 3 - 4
  • An Empirical Analysis of Build Failures in the Continuous Integration Workflows of Java-Based Open-Source Software / T. Rausch, W. Hummer, P. Leitner, S. Schulte / Talk: IEEE/ACM 14th International Conference on Mining Software Repositories (MSR 2017), Buenos Aires, Argentina; 2017-05-20 - 2017-05-21; in: "Proceedings of the IEEE/ACM 14th International Conference on Mining Software Repositories (MSR 2017)", IEEE, (2017), ISBN: 978-1-5386-1544-7; 345 - 355
  • A Serverless Real-Time Data Analytics Platform for Edge Computing / S. Nastic, T. Rausch, O. Scekic, S. Dustdar, M. Gusev, B. Koteska, M. Kostoska, B. Jakimovski, S. Ristov, R. Prodan / IEEE Internet Computing (invited), Volume 21 (2017), Issue 4; 64 - 71
  • Build Failure Prediction in Continuous Integration Workflows / Master Thesis by T. Rausch / Supervisor: S. Schulte, W. Hummer; Institute of Information Systems, Distributed Systems Group, 2016; final examination: 2016-09-30