Publications
Overview of our Journal and Conference Papers:
Listed by year
2025
Optimizing Distributed Deep Learning Training by Tuning NCCL. / Beni, Majid Salimi; Laso, Ruben; Cosenza, Biagio et al.
Austrian-Slovenian HPC Meeting 2025. ed. / Damjan Harisch. Wien: EuroCC Austria, 2025. p. 38.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Performance Analysis of AI-Driven Security Models in the Cloud-Edge Continuum for Monitoring Critical Infrastructures. / Al-rubaye, Maitham; Aral, Atakan (Corresponding author).
Advanced Information Networking and Applications. Vol. 6 Cham: Springer Science and Business Media Deutschland GmbH, 2025. p. 273-283 (Lecture Notes on Data Engineering and Communications Technologies, Vol. 250).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Provisioning of Kubernetes Clusters for Task-Based Python Applications. / Nagiyev, Andrey; Bajrovic, Enes; Benkner, Siegfried.
2025. Paper presented at The 31st International Conference on Parallel and Distributed Systems (ICPADS 2025) , Hefei, China.
Publications: Contribution to conference › Paper › Peer Reviewed
SYCL for CPU+GPU Heterogeneous Computing: A Study on Integrated and Discrete GPUs. / Alcaraz, Silvia R.; Laso, Ruben; Vilariño, David López et al.
Proceedings of the 2025 IEEE International Conference on Cluster Computing Workshops, CLUSTER Workshops 2025. Red Hook: IEEE, 2025. p. 1-2.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Unveiling the Energy Cost of Parallel Performance Portability in C++. / Laso, Ruben; Benkner, Siegfried; Hunold, Sascha.
Austrian-Slovenian HPC Meeting 2025. ed. / Damjan Harisch. Wien: EuroCC Austria, 2025. p. 9.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
2024
Python to Kubernetes: A Programming and Resource Management Framework for Computeand Data-intensive Applications. / Nagiyev, Andrey; Bajrovic, Enes; Benkner, Siegfried.
2024. Paper presented at IEEE International Conference on Parallel and Distributed Systems (ICPADS 2024), Belgrade, Serbia, October 2024., Belgrad, Serbia.
Publications: Contribution to conference › Paper › Peer Reviewed
Beyond von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions. / Kimovski, Dragi; Saurabh, Nishant; Jansen, Matthijs et al.
In: IEEE Internet computing online : IC online , Vol. 28, No. 3, 01.05.2024, p. 6-16.
Publications: Contribution to journal › Article › Peer Reviewed
Assessing Intel OneAPI capabilities and cloud-performance for heterogeneous computing. / Alcaraz, Silvia R. (Corresponding author); Laso, Ruben; Lorenzo, Oscar G. et al.
In: Journal of Supercomputing: an international journal of supercomputing design, analysis and use, Vol. 80, No. 9, 9, 2024, p. 13295-13316.
Publications: Contribution to journal › Article › Peer Reviewed
Machine Learning Workflows in the Computing Continuum for Environmental Monitoring. / Catalfamo, Alessio; Aral, Atakan; Brandic, Ivona et al.
Computational Science – ICCS 2024 - 24th International Conference, 2024, Proceedings. ed. / Leonardo Franco; Clélia de Mulatier; Maciej Paszynski; Valeria V. Krzhizhanovskaya; Jack J. Dongarra; Peter M. A. Sloot. Springer Science and Business Media Deutschland GmbH, 2024. p. 368-382 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14836 LNCS).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
pSTL-Bench: A Micro-Benchmark Suite for Assessing Scalability of C++ Parallel STL Implementations. / Laso, Ruben; Krupitza, Diego; Hunold, Sascha.
2024.
Publications: Working paper › Preprint