Susanna Schwarzmann

Most-cited papers

Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning
Susanna Schwarzmann, Clarissa Cassales Marquezan, Marcin Bosk, Hui-Ran Liu +2 more
2019Internet-QoE'1936 citations Open access
Semantic Scholar
ML-Based QoE Estimation in 5G Networks Using Different Regression Techniques
Susanna Schwarzmann, C. Marquezan, R. Trivisonno, Shinichi Nakajima +2 more
2022IEEE Transactions on Network and Service Management30 citations Open access
Semantic Scholar
Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation
Marcin Bosk, Marija Gajić, Susanna Schwarzmann, Stanislav Lange +3 more
2021Conference on Network and Service Management21 citations Open access
Semantic Scholar
Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks
Susanna Schwarzmann, C. Marquezan, R. Trivisonno, Shinichi Nakajima +1 more
2020ICC 2020 - 2020 IEEE International Conference on Communications (ICC)14 citations Open access
Semantic Scholar
Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis
Susanna Schwarzmann, Nick Hainke, T. Zinner, Christian Sieber +2 more
2020ACM SIGMM Conference on Multimedia Systems14 citations
Semantic Scholar
An Intelligent User Plane to Support In-Network Computing in 6G Networks
Susanna Schwarzmann, R. Trivisonno, Stanislav Lange, T. Civelek +4 more
2023ICC 2023 - IEEE International Conference on Communications12 citations Open access
Semantic Scholar
HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework
Marcin Bosk, Marija Gajić, Susanna Schwarzmann, Stanislav Lange +1 more
2021arXiv.org11 citations
Semantic Scholar
QoE Management for Future Networks
Raimund Schatz, Susanna Schwarzmann, T. Zinner, O. Dobrijevic +5 more
2018Autonomous Control for a Reliable Internet of Services11 citations Open access
Semantic Scholar
Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems
T. Zinner, F. Lemmerich, Susanna Schwarzmann, Matthias Hirth +2 more
2015International Conference on Data Warehousing and Knowledge Discovery9 citations
Semantic Scholar
Evaluation of the Benefits of Variable Segment Durations for Adaptive Streaming
Susanna Schwarzmann, T. Zinner, Stefan Geissler, Christian Sieber
2018International Workshop on Quality of Multimedia Experience8 citations Open access
Semantic Scholar
Towards a Framework for Comparing Application-Network Interaction Mechanisms
Susanna Schwarzmann, T. Zinner, O. Dobrijevic
2016International Test Conference8 citations
Semantic Scholar
Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-Host Pacing
Christian Sieber, Susanna Schwarzmann, Andreas Blenk, T. Zinner +1 more
2018ACM Transactions on Modeling and Performance Evaluation of Computing Systems5 citations Open access
Semantic Scholar
Quantitative comparison of application–network interaction: a case study of adaptive video streaming
Susanna Schwarzmann, T. Zinner, O. Dobrijevic
2017Quality and User Experience4 citations Open access
Semantic Scholar
Intelligent Admission Control in 6G Networks for Resource-efficient Reliable Connectivity
Priya Pathak, Susanna Schwarzmann, R. Trivisonno, M. Pesavento
2022Global Communications Conference3 citations
Semantic Scholar
Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis
Susanna Schwarzmann, P. Breitbach, T. Zinner
2019Conference on Innovation in Clouds, Internet and Networks3 citations Open access
Semantic Scholar
Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++
Marija Gajić, Marcin Bosk, Susanna Schwarzmann, Stanislav Lange +1 more
2022Conference on Computer Communications Workshops2 citations Open access
Semantic Scholar
AI in 5G Networks: Challenges and Use Cases
Stanislav Lange, Susanna Schwarzmann, Marija Gajić, T. Zinner +1 more
2021Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning2 citations
Semantic Scholar
Modeling Adaptive Video Streaming Using Discrete-Time Analysis
Susanna Schwarzmann, P. Breitbach, T. Zinner, Matthias Rost
2019International Test Conference2 citations
Semantic Scholar
Linking QoE and Performance Models for DASH-based Video Streaming
Susanna Schwarzmann, T. Zinner
2020IEEE Conference on Network Softwarization1 citations Open access
Semantic Scholar
Big Data helps SDN to improve application specific quality of service
Susanna Schwarzmann, Andreas Blenk, O. Dobrijevic, M. Jarschel +3 more
20181 citations
Semantic Scholar
Intelligent 6G Admission Control Leveraging LSTM-Based Request Forecasting
Priyanka Pathak, Susanna Schwarzmann, R. Trivisonno, Marius Pesavento
2023ICC 2023 - IEEE International Conference on Communications0 citations
Semantic Scholar
Modeling and design of novel QoE management strategies for adaptive video streaming
Susanna Schwarzmann
20220 citations
Semantic Scholar
Dataset to ACM MMSys'20 paper entitled "Comparing Fixed and Variable Segment Durations for Adaptive Video Streaming – A Holistic Analysis"
Susanna Schwarzmann
20200 citations
Semantic Scholar
Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems
Susanna Schwarzmann, T. Zinner, Matthias Hirth
2014LWA0 citations
Semantic Scholar