2024W

• AI/ML in the Era of Climate Change / 194.125 / VU
• Bachelor Thesis for Informatics and Business Informatics / 188.944 / PR
• Hybrid Quantum - Classical Systems / 194.027 / VU
• Interdisciplinary Project in Data Science / 194.147 / PR
• Project in Computer Science 1 / 194.145 / PR
• Quantum Computing, Complexity Theory, and Algorithmics / 192.043 / VU
• Research Seminar for Ph.D. Students / 188.423 / SE
• Scientific Research and Writing / 193.052 / SE
• Sustainability in Computer Science / 194.155 / VU

2025S

• Bachelor Thesis for Informatics and Business Informatics / 188.944 / PR
• Data-intensive Computing / 194.048 / VU
• Research Seminar for Ph.D. Students / 188.423 / SE
• Scientific Research and Writing / 193.052 / SE

• Themis - Trustworthy and Sustainable Code Offloading
  2024 – 2027 / Austrian Science Fund (FWF)
  Publications: 210962 / 209931 / 209908 / 210967 / 211385 / 209415 / 211386 / 211308 / 211525 / 210997 / 216061
• Virtual Shepherd
  2024 – 2026 / Austrian Research Promotion Agency (FFG)
  Publications: 209931 / 209908 / 210967 / 209415 / 211308
• Optimierung der Energieeffizienz im IT-Betrieb von WienIT durch datengetriebene Ansätze & explorative Forschung
  2024 – 2025 / WienIT GmbH
• Transprecise Edge Computing
  2023 – 2027 / Austrian Science Fund (FWF)
  Publications: 192170 / 204433 / 210962 / 209931 / 209908 / 210967 / 211385 / 211365 / 209415 / 210966 / 211526 / 211386 / 211308 / 211525 / 210997 / 216061
• High-Performance integrated Quantum Computing
  2023 – 2025 / Austrian Research Promotion Agency (FFG)
  Publications: 204433 / 210962 / 211385 / 211365 / 210966 / 211526 / 211386 / 211525 / 210997 / 216061

• Breaking Down Quantum Compilation: Profiling and Identifying Costly Passes / Zilk, F., Tundo, A., De Maio, V., & Brandic, I. (2025). Breaking Down Quantum Compilation: Profiling and Identifying Costly Passes. arXiv. https://doi.org/10.48550/arXiv.2504.15141
  Projects: HPQC (2023–2025) / Themis FWF (2024–2027) / TRITON FWF (2023–2027)

2025

• A Dynamic Routing Approach for Sustainable Language Model Inference / Ziller, T. M. (2025). A Dynamic Routing Approach for Sustainable Language Model Inference [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2025.122663
  Download: PDF (2.11 MB)
• Decentralized Epistemic-based Communication Protocols for Intelligent Edge Systems / Fahringer, J. (2025). Decentralized Epistemic-based Communication Protocols for Intelligent Edge Systems [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2025.128844
  Download: PDF (1.87 MB)
• A Multi Objective Discrete Particle Swarm Optimization Algorithm for Mobile Offloading / Leitzinger, L. (2025). A Multi Objective Discrete Particle Swarm Optimization Algorithm for Mobile Offloading [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2025.92761
  Download: PDF (1.55 MB)
• Towards Resource Efficient Code Generation through Dynamic Early Exits in LLMs / Briem, L. F. (2025). Towards Resource Efficient Code Generation through Dynamic Early Exits in LLMs [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2025.127160
  Download: PDF (3.19 MB)

2024

• Neural network splitting for energy-efficient edge-AI / May, D. B. (2024). Neural network splitting for energy-efficient edge-AI [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2025.111983
  Download: PDF (1.72 MB)
• Anomaly detection in redundant sensor systems : a comparative study using photovoltaic power plant data / Stefitz, A. (2024). Anomaly detection in redundant sensor systems : a comparative study using photovoltaic power plant data [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.120232
  Download: PDF (1.84 MB)
• Hyperparameter tuning for quantum machine learning / Suchan, D. (2024). Hyperparameter tuning for quantum machine learning [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.117780
  Download: PDF (3.26 MB)
• Data-driven methods for climate change modelling in hydrology : use case for deep learning in rainfall-runoff simulation / Eder, M. (2024). Data-driven methods for climate change modelling in hydrology : use case for deep learning in rainfall-runoff simulation [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.113024
  Download: PDF (4.59 MB)
• Benchmarking of quantum edge on the computational continuum / Jandl, D. (2024). Benchmarking of quantum edge on the computational continuum [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2024.113764
  Download: PDF (10.2 MB)

2023

• Beyond 0’s and 1’s: Exploring the impact of noise, data encoding, and hyperparameter optimization in quantum machine learning / Herbst, S. (2023). Beyond 0’s and 1’s: Exploring the impact of noise, data encoding, and hyperparameter optimization in quantum machine learning [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.111504
  Download: PDF (3.31 MB)
• Energy-efficient IoT by continual learning for data reduction in wireless sensor networks / Falzberger, A. (2023). Energy-efficient IoT by continual learning for data reduction in wireless sensor networks [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.99320
  Download: PDF (1.55 MB)
• A systematic evaluation of federated learning algorithms in the context of industrial applications / Pruckovskaja, V. (2023). A systematic evaluation of federated learning algorithms in the context of industrial applications [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.96643
  Download: PDF (3.45 MB)
• Cost-aware neural network splitting and dynamic rescheduling for edge intelligence / Luger, D. (2023). Cost-aware neural network splitting and dynamic rescheduling for edge intelligence [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.108325
  Download: PDF (2.32 MB)
• Achieving sustainable federated edge analytics by using incomplete data / Maliakel, P. J. (2023). Achieving sustainable federated edge analytics by using incomplete data [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2023.108307
  Download: PDF (1.58 MB)

2022

• Edge data management with symbolic representation / Kanatbekova, M. (2022). Edge data management with symbolic representation [Diploma Thesis, Technische Universität Wien; University of L’Aquila]. reposiTUm. https://doi.org/10.34726/hss.2022.106716
  Download: PDF (2.1 MB)

2021

• Foundations for sustainable and trustworthy edge data analytics / Lujić, I. (2021). Foundations for sustainable and trustworthy edge data analytics [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2022.103106
  Download: PDF (5.04 MB)

2020

• Priority based mobile edge cloud offloading (PBMECO) algorithm for latency sensitive applications / Lindner, M. (2020). Priority based mobile edge cloud offloading (PBMECO) algorithm for latency sensitive applications [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.73831
  Download: PDF (1.84 MB)
• Self-elective model branching in online machine learning on the edge / Schwarz, B. (2020). Self-elective model branching in online machine learning on the edge [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2020.80689
  Download: PDF (3.36 MB)

2019

• Quality of service for cloud services using control theory : quality of service for VoIP cloud services using PI controller based on horizontal scalability / Schaumüller, O. (2019). Quality of service for cloud services using control theory : quality of service for VoIP cloud services using PI controller based on horizontal scalability [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.57479
  Download: PDF (2.63 MB)
• Failure tolerance for edge offloading based on model checking / Eder, M. (2019). Failure tolerance for edge offloading based on model checking [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2019.66661
  Download: PDF (2.09 MB)

2018

• Multi-objective user and virtual machine assignment using biogeography-based optimization / Rohrer, F. (2018). Multi-objective user and virtual machine assignment using biogeography-based optimization [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2018.54569
  Download: PDF (5.06 MB)

2016

• Cost aware resource management in distributed cloud data centers / Egger, A. (2016). Cost aware resource management in distributed cloud data centers [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2016.26460
  Download: PDF (11 MB)
• Energy efficient cloud control and pricing in geographically distributed data centers / Lučanin, D. (2016). Energy efficient cloud control and pricing in geographically distributed data centers [Dissertation, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2016.26105
  Download: PDF (7.41 MB)

2015

• Quality of service control mechanisms in cloud computing environments / Farokhi, S. (2015). Quality of service control mechanisms in cloud computing environments [Dissertation, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/79895
• Scalable monitoring for energy efficient cloud environments / Mastelić, T. (2015). Scalable monitoring for energy efficient cloud environments [Dissertation, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/78469

2014

• Cost-based decision making in cloud environments using Bayesian networks / Grygorenko, D. (2014). Cost-based decision making in cloud environments using Bayesian networks [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.24966
  Download: PDF (6.39 MB)
• Security engineering and software development for critical infrastructure IT in the cloud / Paudel, S. (2014). Security engineering and software development for critical infrastructure IT in the cloud [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.22617
  Download: PDF (5.61 MB)
• Application usage profiling and forecasting in shared cloud systems / Patonai, P. (2014). Application usage profiling and forecasting in shared cloud systems [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.25686
  Download: PDF (4.54 MB)
• Performance analysis of big data tools based on benchmarks for store sales forecasting / Zaslavska, K. (2014). Performance analysis of big data tools based on benchmarks for store sales forecasting [Diploma Thesis, Technische Universität Wien]. reposiTUm. https://doi.org/10.34726/hss.2014.24967
  Download: PDF (10.6 MB)

2009

• VieSLAF : increasing the versatility of Grid QoS by applying SLA-mapping techniques / Music, D. (2009). VieSLAF : increasing the versatility of Grid QoS by applying SLA-mapping techniques [Diploma Thesis, Technische Universität Wien]. reposiTUm. http://hdl.handle.net/20.500.12708/186088

• Ivona Brandic: Best Paper Award at the premier annual conference on Utility and Cloud Computing, 16th IEEE/ACM UCC
  2023 / UCC 2023 / USA
• Ivona Brandic: Rucon - Runtime Control in Multi Clouds
  2016 / START-Programm / Austria
• Ivona Brandic: Best Paper Award:"M4Cloud - Generic Application Level Monitoring for Resource-Shared Cloud Environments"; T. Mastelic, V. Emeakaroha, M. Maurer, I. Brandic; at the 2nd International Conference on Cloud Computing and Services Science, CLOSER 2012
  2012 / INSTICC, CLOSER / Portugal
• Ivona Brandic: Wissenschaftspreis der TU Wien für das Forschungsprojekt "HALEY-Holistic Energy Efficient Approach for the Management of Hybrid Clouds"
  2011 / Wissenschaftspreis
• Ivona Brandic: MiA-Award 2011 für Wissenschaft & Forschung
  2011 / Austria
• Ivona Brandic: Best Student Paper Award:Towards Self-Awareness in Cloud Markets: A Monitoring Methodology; Ivan Beskovic, Christian Haas, Simon Caton, Ivona Brandic
  2011 / IEEE Computer Society / Australia
• Ivona Brandic: Vienna Science and Technology Fund (WWTF) - ICT call 2008
  2008 / Austria

Soon, this page will include additional information such as reference projects, conferences, events, and other research activities.

Until then, please visit Computational Sustainability’s research profile in TISS .