Research and development within the following projects:
Research and development within industry and EU projects, teaching assistance activities.
Various tasks in an Austrian smart home start-up company, ranging from programming, to administrative and organizational tasks, to coordinating and planning roles.
Teaching assistance, lab supervision, support and assistance for undergraduate (Bachelor's) students. Involved in the teaching of the following courses:
Two-month summer internship during my Bachelor's studies. Development of an integrated data consolidation solution and various other technical tasks. The following key technologies were used:
Two one-month summer internships during my high school education. Design of an HTML frontend for a Web application (2007), as well as development, testing and rollout of an existing software project (2008). The following key technologies were used:
Optimization of cost, performance and resource utilization in cloud computing; cloud manufacturing, Industry 4.0, Industrial IoT; prediction-based proactive systems; machine learning; blockchain technologies.
M. Sigwart, M. Borkowski, M. Peise, S. Schulte, S. Tai. A Secure and Extensible Blockchain-based Data Provenance Framework for the Internet of Things. Personal and Ubiquitous Computing n:nn-nn (accepted for publication), Springer, 2020.
M. Borkowski, M. Sigwart, P. Frauenthaler, T. Hukkinen, S. Schulte. DeXTT: Deterministic Cross-Blockchain Token Transfers. IEEE Access 7:111030-111042, IEEE, 2019.
M. Borkowski, C. Hochreiner, S. Schulte. Minimizing Cost by Reducing Scaling Operations in Distributed Stream Processing. PVLDB 12(7):724-737, VLDB Endowment, 2019.
M. Borkowski, W. Fdhila, M. Nardelli, S. Rinderle-Ma, S. Schulte. Event-based Failure Prediction in Distributed Business Processes. Information Systems, 81:220-235, Elsevier, 2019.
O. Skarlat, M. Nardelli, S. Schulte, M. Borkowski, P. Leitner. Optimized IoT Service Placement in the Fog. Service Oriented Computing and Applications, 11(4):427-443, Springer, 2017.
T. Brandstätter, S. Schulte, J. Cito, M. Borkowski. Characterizing Efficiency Optimizations in Solidity Smart Contracts. 3rd IEEE International Conference on Blockchain (Blockchain 2020), Rhodes Island, Greece, 2020, pp. nn-nn (accepted for publication).
P. Frauenthaler, M. Borkowski, S. Schulte. A Framework for Assessing and Selecting Blockchains at Runtime (short paper). IEEE International Conference on Decentralized Applications and Infrastructures (DAPPS 2020), Oxford, United Kingdom, 2020, pp. 106-113.
M. Sigwart, M. Borkowski, M. Peise, S. Schulte, S. Tai. Blockchain-based Data Provenance for the Internet of Things. 9th International Conference on the Internet of Things (IoT 2019), Bilbao, Spain, 2019, pp. 1-8.
V. Karagiannis, A. Venito, R. Coelho, M. Borkowski, G. Fohler. Edge Computing with Peer to Peer Interactions: Use Cases and Impact. Workshop on Fog Computing and the Internet of Things (Fog-IoT 2019), Montreal, Canada, 2019, pp. 1-5.
S. Weninger, M. Borkowski. Data Prefetching in Smart Systems (demo paper). 22nd IEEE International Enterprise Distributed Object Computing Conference (EDOC 2018), Stockholm, Sweden, 2018, pp. 204-207.
C. Schubert, M. Borkowski, S. Schulte. Trustworthy Detection and Arbitration of SLA Violations in the Cloud. 7th European Conference on Service-Oriented and Cloud Computing (ESOCC 2018), Como, Italy, 2018, 90-104. LNCS volume 11116.
P. Waibel, S. Videnov, M. Borkowski, C. Hochreiner, S. Schulte, J. Mendling. Process Simulation for Machine Reservation in Cloud Manufacturing. 16th IEEE International Conference on Industrial Informatics (INDIN 2018), Porto, Portugal, 2018, pp. 270-277.
M. Borkowski, C. Hochreiner, S. Schulte. Moderated Resource Elasticity for Stream Processing Applications. Euro-Par 2017: Parallel Processing Workshops, Santiago de Compostela, Spain, 2017, pp. 5-16. LNCS volume 10659.
M. Borkowski, S. Schulte, C. Hochreiner. Predicting Cloud Resource Utilization. 9th IEEE/ACM International Conference on Utility and Cloud Computing (UCC 2016), Shanghai, China, 2016, pp. 37-42.
O. Skarlat, S. Schulte, M. Borkowski, P. Leitner. Resource Provisioning for IoT Services in the Fog. 9th IEEE International Conference on Service Oriented Computing and Applications (SOCA 2016), Macau, China, 2016, pp. 32-39.
M. Borkowski, O. Skarlat, S. Schulte, S. Dustdar. Prediction-Based Prefetch Scheduling in Mobile Service Applications. 5th IEEE International Conference on Mobile Services (MS 2016), San Francisco, CA, 2016, pp. 41-48.
C. Hochreiner, P. Waibel, M. Borkowski. Bridging Gaps in Cloud Manufacturing with 3D Printing. Proceedings of Informatik 2016, volume 259 of Lecture Notes in Informatics, pp. 1623-1626.
O. Skarlat, M. Borkowski, S. Schulte. Towards a Methodology and Instrumentation Toolset for Cloud Manufacturing. CPPS Workshop (CPS Week 2016), Vienna, Austria, 2016, pp. 1-4.
S. Schulte, M. Borkowski, C. Hochreiner, M. Klusch, A. Murguzur, O. Skarlat, P. Waibel. Bringing Cloud-based Rapid Elastic Manufacturing to Reality with CREMA. Workshop on Intelligent Systems Configuration Services for Flexible Dynamic Global Production Networks (FLEXINET) at the 8th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2016), pp. 407-413.
S. Schulte, M. Sigwart, P. Frauenthaler, M. Borkowski. Towards Blockchain Interoperability. BPM Blockchain and Central and Eastern Europe Forum (Vol. 361), Vienna, Austria, 2019, pp. 1-8.
M. Borkowski, M. Sigwart, P. Frauenthaler, S. Schulte. DeXTT: Deterministic Cross-Blockchain Token Transfers. arXiv, Article 1905.06204, 2019.
M. Borkowski, P. Frauenthaler, M. Sigwart, T. Hukkinen, O. Hladky, S. Schulte. Cross-Blockchain Technologies: Review, State of the Art, and Outlook. White Paper, Technische Universität Wien, 2019.
M. Borkowski, C. Ritzer, S. Schulte. Deterministic Witnesses for Claim-First Transactions. White Paper, Technische Universität Wien, 2018.
M. Sigwart, C. Hochreiner, M. Borkowski, S. Schulte. FakeLoad: An Open-Source Load Generator. Technical Report TUV-1942-2018-01, Distributed Systems Group, Technische Universität Wien, 2018.
M. Borkowski, C. Ritzer, D. McDonald, S. Schulte. Caught in Chains: Claim-First Transactions for Cross-Blockchain Asset Transfers. White Paper, Technische Universität Wien, 2018.
M. Borkowski, D. McDonald, C. Ritzer, S. Schulte. Towards Atomic Cross-Chain Token Transfers: State of the Art and Open Questions within TAST. White Paper, Technische Universität Wien, 2018.
M. Borkowski, W. Fdhila, M. Nardelli, S. Rinderle-Ma, S. Schulte. Event-based Failure Prediction in Distributed Business Processes. arXiv, Article 1712.08342, 2018.
M. Borkowski. Predictive Approaches for Resource Provisioning in Distributed Systems. Dissertation, Technische Universität Wien. March 2020.
M. Borkowski. Smart Prefetching for Mobile Users under Volatile Network Conditions. Diploma Thesis, Technische Universität Wien. August 2015.
M. Borkowski. ACTA in a Nutshell: Das Handelsabkommen ACTA in seinen wichtigsten Zügen. Bachelor's Thesis, Technische Universität Wien. July 2012.
English: Proficient (C1/C2)
French: Intermediate (A2)
My hobbies include photography, tennis, skiing, running, and developing drones and model planes. I play the piano, guitar and electric bass and sing in a choir whenever time permits it. I also enjoy studying non-verbal communication and have taken courses in sign language.
I have Polish roots, grew up in Vienna and live in Braunschweig, Germany. I have a younger sister.