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Susanna Schwarzmann
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2020 – today
- 2024
- [j4]Sayantini Majumdar
, Susanna Schwarzmann
Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks. IEEE Trans. Netw. Serv. Manag. 21(2): 2077-2094 (2024) - [c20]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:
In-Network Computing and Split-AI in 6G: Enablers and Proof-of-Concept Studies. 6GNet 2024: 135-143 - [c19]Javad Sameri
Collaborative Cooking in VR: Effects of Network Distortion in Multi-User Virtual Environments. MMSys 2024: 509-515 - [c18]Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno
Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning. NOMS 2024: 1-9 - [c17]Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno
Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning. NOMS 2024: 1-4 - [c16]Susanna Schwarzmann, Tugce Erkilic Civelek, Antonio Iera, Daniel Corujo, George T. Karetsos, Riccardo Guerzoni, Osama Abboud, Andres Meseguer Valenzuela, Riccardo Trivisonno
Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane. WCNC 2024: 1-6 - 2023
- [c15]Susanna Schwarzmann, Riccardo Trivisonno
An Intelligent User Plane to Support In-Network Computing in 6G Networks. ICC 2023: 1100-1105 - [c14]Priyanka Pathak, Susanna Schwarzmann, Riccardo Trivisonno
Intelligent 6G Admission Control Leveraging LSTM-Based Request Forecasting. ICC 2023: 5154-5159 - 2022
- [b1]Susanna Schwarzmann:
Modeling and design of novel QoE management strategies for adaptive video streaming. Technical University of Berlin, Germany, 2022 - [j3]Susanna Schwarzmann
ML-Based QoE Estimation in 5G Networks Using Different Regression Techniques. IEEE Trans. Netw. Serv. Manag. 19(3): 3516-3532 (2022) - [c13]Priyanka Pathak, Susanna Schwarzmann, Riccardo Trivisonno
Intelligent Admission Control in 6G Networks for Resource-efficient Reliable Connectivity. GLOBECOM 2022: 3851-3856 - [c12]Marija Gajic, Marcin Bosk
Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++. INFOCOM Workshops 2022: 1-2 - [p2]Susanna Schwarzmann:
QoE Management Strategien für adaptives Videostreaming. Ausgezeichnete Informatikdissertationen 2022: 271-280 - 2021
- [c11]Marcin Bosk
Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation. CNSM 2021: 283-291 - [i2]Marcin Bosk, Marija Gajic, Susanna Schwarzmann, Stanislav Lange, Thomas Zinner:
HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework. CoRR abs/2109.12879 (2021) - 2020
- [j2]Christian Sieber, Susanna Schwarzmann, Andreas Blenk, Thomas Zinner, Wolfgang Kellerer
Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-Host Pacing. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5(3): 11:1-11:41 (2020) - [c10]Susanna Schwarzmann, Clarissa Cassales Marquezan, Riccardo Trivisonno
Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks. ICC 2020: 1-6 - [c9]Susanna Schwarzmann, Nick Hainke, Thomas Zinner, Christian Sieber, Werner Robitza, Alexander Raake
Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis. MMSys 2020: 38-53 - [c8]Susanna Schwarzmann, Thomas Zinner:
Linking QoE and Performance Models for DASH-based Video Streaming. NetSoft 2020: 65-71
2010 – 2019
- 2019
- [c7]Susanna Schwarzmann, Paula Breitbach, Thomas Zinner:
Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis. ICIN 2019: 1-6 - [c6]Susanna Schwarzmann, Clarissa Cassales Marquezan, Marcin Bosk
Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning. Internet-QoE@MOBICOM 2019: 7-12 - [c5]Susanna Schwarzmann, Paula Breitbach, Thomas Zinner, Matthias Rost:
Modeling Adaptive Video Streaming Using Discrete-Time Analysis. ITC 2019: 121-129 - 2018
- [c4]Susanna Schwarzmann, Thomas Zinner, Stefan Geissler, Christian Sieber:
Evaluation of the Benefits of Variable Segment Durations for Adaptive Streaming. QoMEX 2018: 1-6 - [p1]Raimund Schatz
QoE Management for Future Networks. Autonomous Control for a Reliable Internet of Services 2018: 49-80 - [i1]Christian Sieber, Susanna Schwarzmann, Andreas Blenk
Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-host Pacing. CoRR abs/1811.02367 (2018) - 2017
- [j1]Susanna Schwarzmann, Thomas Zinner
Quantitative comparison of application-network interaction: a case study of adaptive video streaming. Qual. User Exp. 2(1) (2017) - 2016
- [c3]Susanna Schwarzmann, Thomas Zinner, Ognjen Dobrijevic:
Towards a Framework for Comparing Application-Network Interaction Mechanisms. QCMan@ITC 2016: 13-18 - 2015
- [c2]Thomas Zinner, Florian Lemmerich, Susanna Schwarzmann, Matthias Hirth
Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems. DaWaK 2015: 325-336 - 2014
- [c1]Susanna Schwarzmann, Thomas Zinner, Matthias Hirth:
Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems. LWA 2014: 69-70
Coauthor Index
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