Asadi, Navidreza; Ali, Dalal; Ursu, Razvan-Mihai; Kellerer, Wolfgang: Challenges in Designing Robust RL-Based Autoscalers. Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems, ACM, 2025, 44-49 mehr…BibTeX
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Asadi, Navidreza; Ursu, Răzvan-Mihai; Wong, Leon; Kellerer, Wolfgang: Simurgh: Multi-Agent Adversarial Benchmarking for Proactive Microservice Observability. Proceedings of the 1st Workshop on Next-Generation Network Observability, ACM, 2025, 21-28 mehr…BibTeX
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Asadi, Navidreza; Ursu, Răzvan-Mihai; Zerwas, Johannes; Wong, Leon; Kellerer, Wolfgang: WaveSurfer - Scheduling Irregular Pulsing Attacks on Microservice Autoscaling. Proceedings of the ACM SIGCOMM 2025 Posters and Demos, ACM, 2025, 55-57 mehr…BibTeX
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Kröger, Nicolai; Ursu, Razvan-Mihai; Jurosch, Franziska; Kolb, Sven; Mehmeti, Fidan; Kellerer, Wolfgang; Wilhelm, Dirk;: Optimized In-Network Placement of Modular Application Functions for Medical Applications. one6G Summit, 2025 mehr…BibTeX
2023
Konferenzbeiträge
Aykurt, Kaan; Ursu, Răzvan-Mihai; Zerwas, Johannes; Krämer, Patrick; Asadi, Navidreza; Wong, Leon; Kellerer, Wolfgang: HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates. 2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2023 mehr…BibTeX
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Konferenzbeiträge / Poster
Ursu, Răzvan-Mihai; Zerwas, Johannes; Krämer, Patrick; Asadi, Navidreza; Rodgers, Phil; Wong, Leon; Kellerer, Wolfgang: Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors? 2023 IEEE 9th International Conference on Network Softwarization (NetSoft), IEEE, 2023 mehr…BibTeX
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