Susanna Schwarzmann

35 papers A 3B 11Misc 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Leveraging User Perception for 6G Edge-Cloud Orchestration of Networked Extended Reality. IEEE Commun. Mag. José Santos, Sam Van Damme, Javad Sameri, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck, Maria Torres Vega
2026	J	`jnl`	Toward AI-Native 6G Systems: Standards Enablers for 6G Network Automation. IEEE Commun. Stand. Mag. Sayantini Majumdar, Qing Wei, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2025	B	`conf`	GPU-accelerated In-Network Computing for Split-AI in 6G: A Trade-Off Between Inference Time and Energy Consumption. GLOBECOM Mattia Giovanni Spina, D. V. Soto Lebron, Susanna Schwarzmann, Riccardo Guerzoni, Riccardo Trivisonno, Floriano De Rango, R. Silva, Andres Meseguer Valenzuela, Antonio Iera
2025	J	`jnl`	Physiology-Driven User Perception Prediction for Networked Collaborative Virtual Reality. IEEE Access Javad Sameri, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck, Maria Torres Vega
2025	B	`conf`	Reinforcement Learning-based Orchestration of XR applications in Distributed 6G Cloud Infrastructures. CNSM Javad Sameri, José Santos, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck, Maria Torres Vega
2025	B	`conf`	Towards a Hybrid Hierarchical Digital Twin Architecture for the 6G Compute Continuum. CNSM José Santos, Javad Sameri, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Maria Torres Vega, Filip De Turck
2024	A	`conf`	Collaborative Cooking in VR: Effects of Network Distortion in Multi-User Virtual Environments. MMSys Javad Sameri, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck, Maria Torres Vega
2024	B	`conf`	Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning. NOMS Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2024	B	`conf`	Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning. NOMS Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2024	—	`conf`	In-Network Computing and Split-AI in 6G: Enablers and Proof-of-Concept Studies. 6GNet Mattia Giovanni Spina, D. V. Soto Lebron, Susanna Schwarzmann, Riccardo Guerzoni, Riccardo Trivisonno, Antonio Iera, Floriano De Rango, George T. Karetsos, Thomas Zinner, Daniel Corujo
2024	B	`conf`	Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane. WCNC Susanna Schwarzmann, Tugce Erkilic Civelek, Antonio Iera, Daniel Corujo, George T. Karetsos, Riccardo Guerzoni, Osama Abboud, Andres Meseguer Valenzuela, Riccardo Trivisonno, Mattia Giovanni Spina, Thomas Zinner, Toktam Mahmoodi
2024	J	`jnl`	Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks. IEEE Trans. Netw. Serv. Manag. Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
2023	—	`conf`	An Intelligent User Plane to Support In-Network Computing in 6G Networks. ICC Susanna Schwarzmann, Riccardo Trivisonno, Stanislav Lange, Tugce Erkilic Civelek, Daniel Corujo, Riccardo Guerzoni, Thomas Zinner, Toktam Mahmoodi
2023	—	`conf`	Intelligent 6G Admission Control Leveraging LSTM-Based Request Forecasting. ICC Priyanka Pathak, Susanna Schwarzmann, Riccardo Trivisonno, Marius Pesavento
2022	—	`conf`	Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++. INFOCOM Workshops Marija Gajic, Marcin Bosk, Susanna Schwarzmann, Stanislav Lange, Thomas Zinner
2022	B	`conf`	Intelligent Admission Control in 6G Networks for Resource-efficient Reliable Connectivity. GLOBECOM Priyanka Pathak, Susanna Schwarzmann, Riccardo Trivisonno, Marius Pesavento
2022	J	`jnl`	ML-Based QoE Estimation in 5G Networks Using Different Regression Techniques. IEEE Trans. Netw. Serv. Manag. Susanna Schwarzmann, Clarissa Cassales Marquezan, Riccardo Trivisonno, Shinichi Nakajima, Vincent Barriac, Thomas Zinner
2022	—	`—`	Modeling and design of novel QoE management strategies for adaptive video streaming. Susanna Schwarzmann
2022	—	`ch.`	QoE Management Strategien für adaptives Videostreaming. Ausgezeichnete Informatikdissertationen Susanna Schwarzmann
2021	J	`jnl`	HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework. CoRR Marcin Bosk, Marija Gajic, Susanna Schwarzmann, Stanislav Lange, Thomas Zinner
2021	B	`conf`	Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation. CNSM Marcin Bosk, Marija Gajic, Susanna Schwarzmann, Stanislav Lange, Riccardo Trivisonno, Clarissa Cassales Marquezan, Thomas Zinner
2020	—	`conf`	Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks. ICC Susanna Schwarzmann, Clarissa Cassales Marquezan, Riccardo Trivisonno, Shinichi Nakajima, Thomas Zinner
2020	A	`conf`	Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis. MMSys Susanna Schwarzmann, Nick Hainke, Thomas Zinner, Christian Sieber, Werner Robitza, Alexander Raake
2020	B	`conf`	Linking QoE and Performance Models for DASH-based Video Streaming. NetSoft Susanna Schwarzmann, Thomas Zinner
2020	J	`jnl`	Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-Host Pacing. ACM Trans. Model. Perform. Evaluation Comput. Syst. Christian Sieber, Susanna Schwarzmann, Andreas Blenk, Thomas Zinner, Wolfgang Kellerer
2019	Misc	`conf`	Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis. ICIN Susanna Schwarzmann, Paula Breitbach, Thomas Zinner
2019	—	`conf`	Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning. Internet-QoE@MOBICOM Susanna Schwarzmann, Clarissa Cassales Marquezan, Marcin Bosk, Huiran Liu, Riccardo Trivisonno, Thomas Zinner
2019	A	`conf`	Modeling Adaptive Video Streaming Using Discrete-Time Analysis. ITC Susanna Schwarzmann, Paula Breitbach, Thomas Zinner, Matthias Rost
2018	B	`conf`	Evaluation of the Benefits of Variable Segment Durations for Adaptive Streaming. QoMEX Susanna Schwarzmann, Thomas Zinner, Stefan Geissler, Christian Sieber
2018	—	`ch.`	QoE Management for Future Networks. Autonomous Control for a Reliable Internet of Services Raimund Schatz, Susanna Schwarzmann, Thomas Zinner, Ognjen Dobrijevic, Eirini Liotou, Peter Pocta, Sabina Barakovic, Jasmina Barakovic Husic, Lea Skorin-Kapov
2018	J	`jnl`	Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-host Pacing. CoRR Christian Sieber, Susanna Schwarzmann, Andreas Blenk, Thomas Zinner, Wolfgang Kellerer
2017	J	`jnl`	Quantitative comparison of application-network interaction: a case study of adaptive video streaming. Qual. User Exp. Susanna Schwarzmann, Thomas Zinner, Ognjen Dobrijevic
2016	—	`conf`	Towards a Framework for Comparing Application-Network Interaction Mechanisms. QCMan@ITC Susanna Schwarzmann, Thomas Zinner, Ognjen Dobrijevic
2015	B	`conf`	Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems. DaWaK Thomas Zinner, Florian Lemmerich, Susanna Schwarzmann, Matthias Hirth, Peter Karg, Andreas Hotho
2014	—	`conf`	Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems. LWA Susanna Schwarzmann, Thomas Zinner, Matthias Hirth