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Susanna Schwarzmann
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Estimating video streaming QoE in the 5G architecture using machine learning
S Schwarzmann, C Cassales Marquezan, M Bosk, H Liu, R Trivisonno, ...
Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis andá…, 2019
382019
Accuracy vs. cost trade-off for machine learning based QoE estimation in 5G networks
S Schwarzmann, CC Marquezan, R Trivisonno, S Nakajima, T Zinner
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-6, 2020
192020
Using 5G QoS mechanisms to achieve QoE-aware resource allocation
M Bosk, M Gajić, S Schwarzmann, S Lange, R Trivisonno, C Marquezan, ...
2021 17th International Conference on Network and Service Management (CNSMá…, 2021
182021
Comparing fixed and variable segment durations for adaptive video streaming: A holistic analysis
S Schwarzmann, N Hainke, T Zinner, C Sieber, W Robitza, A Raake
Proceedings of the 11th ACM Multimedia Systems Conference, 38-53, 2020
172020
Evaluation of the benefits of variable segment durations for adaptive streaming
S Schwarzmann, T Zinner, S Geissler, C Sieber
2018 Tenth International Conference on Quality of Multimedia Experienceá…, 2018
152018
Ml-based qoe estimation in 5g networks using different regression techniques
S Schwarzmann, CC Marquezan, R Trivisonno, S Nakajima, V Barriac, ...
IEEE Transactions on Network and Service Management 19 (3), 3516-3532, 2022
142022
QoE Management for future networks
R Schatz, S Schwarzmann, T Zinner, O Dobrijevic, E Liotou, P Pocta, ...
Autonomous Control for a Reliable Internet of Services: Methods, Modelsá…, 2018
142018
Towards a framework for comparing application-network interaction mechanisms
S Schwarzmann, T Zinner, O Dobrijevic
2016 28th International Teletraffic Congress (ITC 28) 3, 13-18, 2016
132016
Scalable application-and user-aware resource allocation in enterprise networks using end-host pacing
C Sieber, S Schwarzmann, A Blenk, T Zinner, W Kellerer
ACM Transactions on Modeling and Performance Evaluation of Computing Systemsá…, 2020
102020
Text categorization for deriving the application quality in enterprises using ticketing systems
T Zinner, F Lemmerich, S Schwarzmann, M Hirth, P Karg, A Hotho
Big Data Analytics and Knowledge Discovery: 17th International Conferenceá…, 2015
102015
Quantitative comparison of application–network interaction: a case study of adaptive video streaming
S Schwarzmann, T Zinner, O Dobrijevic
Quality and User Experience 2, 1-18, 2017
82017
Htbqueue: A hierarchical token bucket implementation for the omnet++/inet framework
M Bosk, M Gajić, S Schwarzmann, S Lange, T Zinner
arXiv preprint arXiv:2109.12879, 2021
72021
Computing qoe-relevant adaptive video streaming metrics using discrete-time analysis
S Schwarzmann, P Breitbach, T Zinner
2019 22nd Conference on Innovation in Clouds, Internet and Networks andá…, 2019
72019
Modeling adaptive video streaming using discrete-time analysis
S Schwarzmann, P Breitbach, T Zinner, M Rost
2019 31st International Teletraffic Congress (ITC 31), 121-129, 2019
42019
Big Data Helps SDN to Improve Application Specific Quality of Service
S Schwarzmann, A Blenk, O Dobrijević, M Jarschel, A Hotho, T Zinner, ...
42018
Linking QoE and performance models for DASH-based video streaming
S Schwarzmann, T Zinner
2020 6th IEEE Conference on Network Softwarization (NetSoft), 65-71, 2020
32020
An Intelligent User Plane to Support In-Network Computing in 6G Networks
S Schwarzmann, R Trivisonno, S Lange, TE Civelek, D Corujo, ...
ICC 2023-IEEE International Conference on Communications, 1100-1105, 2023
22023
Impact of Latency on QoE, Performance, and Collaboration in Interactive Multi-User Virtual Reality
S Van Damme, J Sameri, S Schwarzmann, Q Wei, R Trivisonno, ...
Applied Sciences 14 (6), 2290, 2024
12024
Towards Massive Distribution of Intelligence for 6G Network Management using Double Deep Q-Networks
S Majumdar, S Schwarzmann, R Trivisonno, G Carle
IEEE Transactions on Network and Service Management, 2023
12023
Intelligent Admission Control in 6G Networks for Resource-efficient Reliable Connectivity
P Pathak, S Schwarzmann, R Trivisonno, M Pesavento
GLOBECOM 2022-2022 IEEE Global Communications Conference, 3851-3856, 2022
12022
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