Publications
Overview of our Journal and Conference Papers:
Listed by year
2025
Mpisee: Communicator-Centric Profiling of MPI Applications. / Vardas, Ioannis; Larsson Träff, Jesper; Laso Rodriguez, Ruben et al.
In: Concurrency and Computation: Practice and Experience, Vol. 37, No. 15-17, e70158, 25.07.2025.
Publications: Contribution to journal › Article › Peer Reviewed
Accelerating Graph Neural Networks Using a Novel Computation-Friendly Matrix Compression Format. / Alves, Joao; Moustafa, Samir; Benkner, Siegfried et al.
IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2025. 2025.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Towards Enhanced AI-Driven Security in Monitoring Systems with Low-Cost IoT Devices. / Al-Rubaye, Maitham; Aral, Atakan.
IoT 2024 - Proceedings of the 14th International Conference on the Internet of Things. Association for Computing Machinery (ACM), 2025. p. 255-260.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Cheesemap: A High-Performance Point-Indexing Data Structure for Neighbor Search in LiDAR Data. / Laso Rodriguez, Ruben.
2025.
Publications: Working paper › Preprint
The promise of neuromorphic edge AI for rural environmental monitoring. / Aral, Atakan.
In: Environmental Data Science, Vol. 3, e34, 02.01.2025.
Publications: Contribution to journal › Article › Peer Reviewed
Deadline-Aware Resource Allocation and Scheduling of Serverless Workloads on Heterogeneous Clusters. / Fritz, Matthias; Benkner, Siegfried; Bajrovic, Enes.
2025. Paper presented at 2025 IEEE International Conference on Cluster Computing, Edinburgh, Scotland, 2025. , Edinburgh, United Kingdom.
Publications: Contribution to conference › Paper › Peer Reviewed
Distributed Neuromorphic Edge Computing: Theory and Applications in Environmental Monitoring. / Ferdowsi, Arman; Aral, Atakan.
Proceedings - 2025 IEEE International Conference on Edge Computing and Communications, EDGE 2025. ed. / Rong N. Chang; Carl K. Chang; Jingwei Yang; Nimanthi Atukorala; Dan Chen; Sumi Helal; Sasu Tarkoma; Qiang He; Tevfik Kosar; Claudio Ardagna; Feras Awaysheh; Volker Hilt; Yogesh Simmhan. Institute of Electrical and Electronics Engineers Inc., 2025. p. 203-212 (Proceedings - IEEE International Conference on Edge Computing).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Exploring NCCL Tuning Strategies for Distributed Deep Learning. / Beni, Majid Salimi; Laso, Ruben; Cosenza, Biagio et al.
Proceedings - 2025 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2025. IEEE, 2025. p. 59-62.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Hybrid Reactive Autoscaling for Task-Based Pipelines on Kubernetes. / Nagiyev, Andrey; Bajrovic, Enes; Benkner, Siegfried.
2025. Paper presented at The 16th IEEE International Conference on Cloud Computing Technology and Science , Shenzen, China.
Publications: Contribution to conference › Paper › Peer Reviewed
ncclsee: A Lightweight Profiling Tool for NCCL. / Vardas, Ioannis; Laso, Ruben; Beni, Majid Salimi.
Austrian-Slovenian HPC Meeting 2025. ed. / Damjan Harisch. 2025. p. 39.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed