Brandic, Ivona

1. Characterizing LLM Inference Energy-Performance Tradeoffs across Workloads and GPU Scaling
   2025/01/14 by Paul Joe Maliakel, Maliakel, Paul Joe, Shashikant Ilager +3 · 6 citations
   Business, Management and Accounting · #Business Process Modeling and Analysis
2. Paving the Way to Hybrid Quantum-Classical Scientific Workflows
   2024/04/16 by Cranganore, Sandeep Suresh, De Maio, Vincenzo, Brandic, Ivona +1 · 3 citations
   #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
3. Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis
   2024/09/13 by Xiaoyu Chu, Chu, Xiaoyu, Daniel Hofstätter +15 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
4. On the Future of Cloud Engineering
   2021/08/19 by Bermbach, David, Chandra, Abhishek, Krintz, Chandra +7 · 1 citation
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
5. GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation
   2025/01/19 by Ilager, Shashikant, Briem, Lukas Florian, Brandic, Ivona · 2 citations
   #Artificial Intelligence (cs.AI) #C.4 #D.0 #Distributed #E.4 #FOS: Computer and information sciences #I.7 #Parallel #Performance (cs.PF) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
6. FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN
   2024/03/25 by Maliakel, Paul Joe, Ilager, Shashikant, Brandic, Ivona · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. DynaSplit: A Hardware-Software Co-Design Framework for Energy-Aware Inference on Edge
   2024/10/31 by Daniel May, Alessandro Tundo, May, Daniel +5 · 1 citation
   Computer Science · Engineering · #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
8. Qubit-Efficient QUBO Formulation for Constrained Optimization Problems
   2025/09/09 by Kanatbekova, Meerzhan, De Maio, Vincenzo, Brandic, Ivona · 3 citations
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences