Supervision

PhD Thesis

  • Mr. Paul. J. Maliakel, PhD Thesis, Resource efficient ML Serving at Scale, TU Wien, Austria, 2024 - present (co-supervision with Prof. Ivona Brandic).
  • Mr. Tharindu Bandara, PhD Thesis, Carbon-aware Resource Management in Edge-Cloud Systems, UniMelb, Australia (remote co-supervision along with Prof. Raj Buyya and Dr Maria Read), 2021 - present.

Master Thesis/ Semester Projects

  • Mr. Thomas Ziller, Master Thesis, Cost-aware Dynamic Router for LLMs, TU Wien, 2024 - present.
  • Mr. Lukas Briem, Master Thesis, Towards Resource Efficient Code Generation through Dynamic Early Exits in LLMs, TU Wien, Austria, 2024 - present.
  • Ms. Julia Oberauner, Master Thesis, A Runtime Controller for Latency Sensitive Edge Applications, TU Wien, Austria, 2024 - present.
  • Mr. Daniel May, Master Thesis, A Hardware-Software Optimization Framework for Energy-aware Inference in Edge AI, TU Wien, Austria, 2024 - present.
  • Matthias Eder, Master Thesis, Data-driven Methods for Climate Change Modelling in Hydrology, TU Wien, Austria, 2024.
  • Mr. Paul. J. Maliakel, Master Thesis, Achieving Sustainable Federated Edge Analytics by Using Incomplete Data, TU Wien, Austria, 2023.
  • Ms. Viktorija Pruckovskaja, Master Thesis, Performance Analysis of Federated Learning Algorithms for Industrial use cases, TU Wien + AIT, Austria, November 2023.
  • Daniel Hofstätter, Semester Project, Symbolic Representation of Data on Edge, TU Wien, 2023.
  • Ms. Meerzhan Kanatbekova, Master Thesis, Symbolic Data Representation of Multi-Media Data on Edge, TU Wien, May 2022- November 2022.
  • Mr. Mayank Jha, Master Thesis, Statistical Characterization of a Cloud Data Center, TU Wien + University of L’aquila, Italy, Feb-2022 – November 2022.
  • Mr. Jakob Fahringer, Bachelor Thesis, Decentralized Monitoring in Edge, TU Wien, Feb - October 2022.
  • Mr. Shreshth Tuli, Semester project, RL-based Scheduling in Edge-Cloud, UniMelb, Australia, 2020.
  • Mr. Nipum Basumati, Semester project, RL-based Scheduling in Edge-Cloud, UniMelb, Australia, 2020.
  • Mr. Tahseen khan, Semester project, Workload Forecasting in Cloud, UniMelb, Australia, 2021.
  • Ms. Radhika Chhikara, Master Thesis, Parallel Processing of Power-BI Applications using Ankea, UniMelb, Australia, Jan 2019- June 2019.