| 2026 | CCGRID | Characterizing LLM Inference Energy-Performance Tradeoffs Across Workloads and GPU Scaling. | Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic |
| 2026 | Mobisys | INAR-VL: Input-Aware Routing for Edge-Cloud Vision-Language Inference. | Ahmed Sabanovic, Paul Joe Maliakel, Ivona Brandic |
| 2025 | CCGRID | Green-Code: Learning to Optimize Energy Efficiency in Llm-Based Code Generation. | Shashikant Ilager, Lukas Florian Briem, Ivona Brandic |
| 2025 | EuroPar | On-Device Federated Learning for Remote Alpine Livestock Monitoring. | Sabtain Ahmad, Thomas Schneidergruber, Ivona Brandic, Johannes Scholz |
| 2025 | ICLR | Exploring channel distinguishability in local neighborhoods of the model space in quantum neural networks. | Sabrina Herbst, Sandeep Suresh Cranganore, Vincenzo De Maio, Ivona Brandic |
| 2024 | CCGRID | Training Computer Scientists for the Challenges of Hybrid Quantum-Classical Computing. | Vincenzo De Maio, Meerzhan Kanatbekova, Felix Zilk, Nicolai Friis, Tobias Guggemos, Ivona Brandic |
| 2024 | ICCS | Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. | Alessio Catalfamo, Atakan Aral, Ivona Brandic, Ewa Deelman, Massimo Villari |
| 2024 | ICPADS | Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis. | Xiaoyu Chu, Daniel Hofsttter, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup |
| 2024 | ICSOC | ABBA-VSM: Time Series Classification Using Symbolic Representation on the Edge. | Meerzhan Kanatbekova, Shashikant Ilager, Ivona Brandic |
| 2024 | QCE | On Optimizing Hyperparameters for Quantum Neural Networks. | Sabrina Herbst, Vincenzo De Maio, Ivona Brandic |
| 2023 | EuroPar | Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case. | Sabrina Herbst, Vincenzo De Maio, Ivona Brandic |
| 2023 | EuroPar | SymED: Adaptive and Online Symbolic Representation of Data on the Edge. | Daniel Hofsttter, Shashikant Ilager, Ivan Lujic, Ivona Brandic |
| 2023 | EuroSys | Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence. | Daniel Luger, Atakan Aral, Ivona Brandic |
| 2023 | UCC | A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature. | Shashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya |
| 2022 | EuroSys | Edge offloading for microservice architectures. | Josip Zilic, Vincenzo De Maio, Atakan Aral, Ivona Brandic |
| 2022 | ICFEC | Edge Workload Trace Gathering and Analysis for Benchmarking. | Klervie Tocz, Norbert Schmitt, Ulf Kargn, Atakan Aral, Ivona Brandic |
| 2022 | PODC | A Roadmap To Post-Moore Era for Distributed Systems. | Vincenzo De Maio, Atakan Aral, Ivona Brandic |
| 2022 | UCC | DEMon: Decentralized Monitoring for Highly Volatile Edge Environments. | Shashikant Ilager, Jakob Fahringer, Samuel Carlos de Lima Dias, Ivona Brandic |
| 2022 | UCC | TAROT: Spatio-Temporal Function Placement for Serverless Smart City Applications. | Vincenzo De Maio, David Bermbach, Ivona Brandic |
| 2021 | EuroSys | Increasing Traffic Safety with Real-Time Edge Analytics and 5G. | Ivan Lujic, Vincenzo De Maio, Klaus Pollhammer, Ivan Bodrozic, Josip Lasic, Ivona Brandic |
| 2021 | IC2E | On the Future of Cloud Engineering. | David Bermbach, Abhishek Chandra, Chandra Krintz, Aniruddha Gokhale, Aleksander Slominski, Lauritz Thamsen, Everton Cavalcante, Tian Guo, Ivona Brandic, Rich Wolski |
| 2020 | CCGRID | Reliability Management for Blockchain-Based Decentralized Multi-Cloud. | Atakan Aral, Rafael Brundo Uriarte, Anthony Simonet-Boulogne, Ivona Brandic |
| 2020 | SIGMETRICS | Staleness Control for Edge Data Analytics. | Atakan Aral, Melike Erol-Kantarci, Ivona Brandic |
| 2019 | UCC | Energy and Profit-Aware Proof-of-Stake Offloading in Blockchain-based VANETs. | Vincenzo De Maio, Rafael Brundo Uriarte, Ivona Brandic |
| 2019 | UCC | EFPO: Energy Efficient and Failure Predictive Edge Offloading. | Josip Zilic, Atakan Aral, Ivona Brandic |
| 2018 | CCGRID | First Hop Mobile Offloading of DAG Computations. | Vincenzo De Maio, Ivona Brandic |
| 2018 | CLOSER | Scheduling Latency-Sensitive Applications in Edge Computing. | Vincenzo Scoca, Atakan Aral, Ivona Brandic, Rocco De Nicola, Rafael Brundo Uriarte |
| 2018 | EuroPar | Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics. | Atakan Aral, Ivona Brandic |
| 2018 | ICFEC | Adaptive Recovery of Incomplete Datasets for Edge Analytics. | Ivan Lujic, Vincenzo De Maio, Ivona Brandic |
| 2017 | ICFEC | Efficient Edge Storage Management Based on Near Real-Time Forecasts. | Ivan Lujic, Vincenzo De Maio, Ivona Brandic |
| 2015 | CloudCom | Data Velocity Scaling via Dynamic Monitoring Frequency on Ultrascale Infrastructures. | Toni Mastelic, Ivona Brandic |
| 2015 | SERVICES | Predicting Resource Allocation and Costs for Business Processes in the Cloud. | Toni Mastelic, Walid Fdhila, Ivona Brandic, Stefanie Rinderle-Ma |
| 2015 | UCC | Towards a Multi-objective VM Reassignment for Large Decentralised Data Centres. | Takfarinas Saber, Anthony Ventresque, Ivona Brandic, James Thorburn, Liam Murphy |
| 2014 | CLOSER | HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments. | Soodeh Farokhi, Foued Jrad, Ivona Brandic, Achim Streit |
| 2014 | CLOSER | Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications. | Foued Jrad, Jie Tao, Ivona Brandic, Achim Streit |
| 2014 | CloudCom | CPU Performance Coefficient (CPU-PC): A Novel Performance Metric Based on Real-Time CPU Resource Provisioning in Time-Shared Cloud Environments. | Toni Mastelic, Ivona Brandic, Jasmina Jaarevic |
| 2014 | COMPSAC | Towards Uniform Management of Cloud Services by Applying Model-Driven Development. | Toni Mastelic, Ivona Brandic, Andrs Garca-Garca |
| 2014 | ICSoft | Democratization in Science and Technology through Cloud Computing. | Ivona Brandic |
| 2014 | SECRYPT | Democratization in Science and Technology through Cloud Computing. | Ivona Brandic |
| 2013 | CLOSER | Reducing Energy Consumption by using Clouds. | Ivona Brandic |
| 2013 | ICSOC | ICSOC PhD Symposium 2013. | Fabio Patrizi, Boualem Benatallah, Ivona Brandic |
| 2013 | SYNASC | Reducing Energy Consumption by Using Clouds. | Ivona Brandic |
| 2012 | CLOSER | M4Cloud - Generic Application Level Monitoring for Resource-shared Cloud Environments. | Toni Mastelic, Vincent C. Emeakaroha, Michael Maurer, Ivona Brandic |
| 2012 | CloudCom | Methodology for trade-off analysis when moving scientific applications to cloud. | Toni Mastelic, Drazen Lucanin, Andreas Ipp, Ivona Brandic |
| 2012 | COMPSAC | CASViD: Application Level Monitoring for SLA Violation Detection in Clouds. | Vincent C. Emeakaroha, Tiago C. Ferreto, Marco Aurlio Stelmar Netto, Ivona Brandic, Csar A. F. De Rose |
| 2012 | EuroPar | Topic 6: Grid, Cluster and Cloud Computing. | Erik Elmroth, Paraskevi Fragopoulou, Artur Andrzejak, Ivona Brandic, Karim Djemame, Paolo Romano |
| 2012 | PDP | Facilitating Self-Adaptable Inter-cloud Management. | Gabor Kecskemeti, Michael Maurer, Ivona Brandic, Attila Kertsz, Zsolt Nmeth, Schahram Dustdar |
| 2011 | CLOSER | Towards Autonomic Market Management in Cloud Computing Infrastructures. | Ivan Breskovic, Michael Maurer, Vincent C. Emeakaroha, Ivona Brandic, Jrn Altmann |
| 2011 | COMPSAC | SLA-Aware Application Deployment and Resource Allocation in Clouds. | Vincent C. Emeakaroha, Ivona Brandic, Michael Maurer, Ivan Breskovic |
| 2011 | DASC | Towards Self-Awareness in Cloud Markets: A Monitoring Methodology. | Ivan Breskovic, Christian Haas, Simon Caton, Ivona Brandic |
| 2011 | EuroPar | Enacting SLAs in Clouds Using Rules. | Michael Maurer, Ivona Brandic, Rizos Sakellariou |
| 2011 | ISCC | Revealing the MAPE loop for the autonomic management of Cloud infrastructures. | Michael Maurer, Ivan Breskovic, Vincent C. Emeakaroha, Ivona Brandic |
| 2011 | PDP | Autonomic SLA-Aware Service Virtualization for Distributed Systems. | Attila Kertsz, Gabor Kecskemeti, Ivona Brandic |
| 2011 | SC | Optimizing bioinformatics workflows for data analysis using cloud management techniques. | Vincent C. Emeakaroha, Pawel P. Labaj, Michael Maurer, Ivona Brandic, David P. Kreil |
| 2011 | UCC | Cost-Efficient Utilization of Public SLA Templates in Autonomic Cloud Markets. | Ivan Breskovic, Michael Maurer, Vincent C. Emeakaroha, Ivona Brandic, Schahram Dustdar |
| 2010 | COMPSAC | LAYSI: A Layered Approach for SLA-Violation Propagation in Self-Manageable Cloud Infrastructures. | Ivona Brandic, Vincent C. Emeakaroha, Michael Maurer, Schahram Dustdar, Sandor Acs, Attila Kertsz, Gabor Kecskemeti |
| 2010 | SERVICES | Towards Knowledge Management in Self-Adaptable Clouds. | Michael Maurer, Ivona Brandic, Vincent C. Emeakaroha, Schahram Dustdar |
| 2009 | COMPSAC | Towards Self-Manageable Cloud Services. | Ivona Brandic |
| 2009 | EDOC | Monitoring and Analyzing Influential Factors of Business Process Performance. | Branimir Wetzstein, Philipp Leitner, Florian Rosenberg, Ivona Brandic, Schahram Dustdar, Frank Leymann |
| 2009 | ICSOC | Using SLA Mapping to Increase Market Liquidity. | Marcel Risch, Ivona Brandic, Jrn Altmann |
| 2007 | CISIS | Performance Modeling and Prediction of Parallel and Distributed Computing Systems: A Survey of the State of the Art. | Sabri Pllana, Ivona Brandic, Siegfried Benkner |
| 2007 | ICCSA | Nonadiabatic Ab Initio Surface-Hopping Dynamics Calculation in a Grid Environment - First Experiences. | Matthias Ruckenbauer, Ivona Brandic, Siegfried Benkner, Wilfried N. Gansterer, Osvaldo Gervasi, Mario Barbatti, Hans Lischka |
| 2003 | ICWS | Performance of Java Web Services Implementations. | Siegfried Benkner, Ivona Brandic, Aleksandar Dimitrov, Gerhard Engelbrecht, Rainer Schmidt, Nikolay Terziev |