Thomas Erich Zinner

Om

Short bio

Thomas Zinner is with IIK since August 2019. Before, he was visiting professor and head of the FG INET at TU Berlin and head of the research group on "Next Generation Networks" at the chair of Communication Networks at the University of Würzburg. He received his diploma in 2006 and his Ph.D. in 2012, both from University of Würzburg. His research interests cover the performance evaluation of emerging network architecture concepts like SDN/NFV as well as QoE-centric network and service management approaches.

Forskning

Networking RG

TeraFlow : Secured autonomic traffic management for a Tera of SDN flows

TeraFlow will create a new type of secure cloud-native SDN controller that will radically advance the state-of-the-art in beyond 5G networks.

Publikasjoner

2026

Gajić, Marija; Bosk, Marcin; Lange, Stanislav; Zinner, Thomas. (2026) QoE-Aware Transport Slicing Configuration: Improving Application Performance in Beyond-5G Networks. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel

2025

Singh, Suneet Kumar; Zeman, Dalibor; Petrovic, Marija; Lange, Stanislav; Zinner, Thomas. (2025) Towards Adaptive PRB Optimization in Open RAN via Near-Real-Time RIC Control.
Vitenskapelig kapittel
Borgaonkar, Ravishankar Bhaskarrao; Burgos, Denise Lusuegro; Zerihun, Tesfaye Amare; Lange, Stanislav; Zinner, Thomas. (2025) Commercial Grade 5G Testbed for Cybersecurity Research in Smart Grid Systems: Design, Implementation, and DoS Evaluation.
Vitenskapelig kapittel

2024

Raffeck, Simon; Grøsvik, Sebastian Gilje; Lange, Stanislav; Hossfeld, Tobias; Zinner, Thomas Erich; Geissler, Stefan. (2024) Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay. International Conference on Network and Service Management (CNSM)
Vitenskapelig artikkel
Sanchez Acevedo, Santiago; Zerihun, Tesfaye Amare; Khalili, Mohammad; Hoidalen, Hans Kristian; Zinner, Thomas. (2024) Line protection systems with 5G communication.
Vitenskapelig kapittel
Spina, Mattia Giovanni; Lebron, Darwin Victoriano Soto; Schwarzmann, Susanna; Guerzoni, Riccardo; Trivisonno, Riccardo; Iera, Antonio; Rango, Floriano De; Karetsos, George T.; Zinner, Thomas; Corujo, Daniel. (2024) In-Network Computing and Split-AI in 6G: Enablers and Proof-of-Concept Studies.
Vitenskapelig kapittel
Raffeck, Simon; Grøsvik, Sebastian Gilje; Lange, Stanislav; Hossfeld, Tobias; Zinner, Thomas; Geissler, Stefan. (2024) Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay.
Vitenskapelig kapittel
Schwarzmann, Susanna; Civelek, Tugce Erkilic; Iera, Antonio; Corujo, Daniel; Karetsos, George T.; Guerzoni, Riccardo; Abboud, Osama; Valenzuela, Andres Meseguer; Trivisonno, Riccardo; Spina, Mattia Giovanni. (2024) Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane.
Vitenskapelig kapittel

2023

Schwarzmann, Susanna; Trivisonno, Riccardo; Lange, Stanislav; Civelek, Tugce Erkilic; Corujo, Daniel; Guerzoni, Riccardo; Zinner, Thomas Erich; Mahmoodi, Toktam. (2023) An Intelligent User Plane to Support In-Network Computing in 6G Networks.
Vitenskapelig kapittel
Lønsethagen, Håkon; Lange, Stanislav; Zinner, Thomas; Øverby, Harald; Contreras, Luis M.; Ciulli, Nicola; Dotaro, Emmanuel. (2023) Toward Smart Public Interconnected Networks and Services — Approaching the Stumbling Blocks. IEEE Communications Magazine
Vitenskapelig artikkel

2022

Lange, Stanislav; Gajic, Marija; Zinner, Thomas Erich; Pajo, Jane Frances; Lønsethagen, Håkon; Xie, Min; Vilalta, Ricard. (2022) Towards assessing effects of isolation on determinism in multi-application scenarios.
Vitenskapelig kapittel
Gajic, Marija; Bosk, Marcin; Schwarzmann, Susanna; Lange, Stanislav; Zinner, Thomas Erich. (2022) Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++.
Vitenskapelig kapittel
Lange, Stanislav; Pajo, Jane Frances; Zinner, Thomas Erich; Lønsethagen, Håkon; Xie, Min. (2022) QoS-Aware Inter-Domain Connectivity: Control Plane Design and Operational Considerations.
Vitenskapelig kapittel
De Moor, Katrien; Fiedler, Markus; Raake, Alexander; Jhunjhunwala, Ashok; Gnanasekaran, Vahiny; Subramanian, Sruti; Zinner, Thomas Erich. (2022) Towards the design and evaluation of more sustainable multimedia experiences: which role can QoE research play?. SIGMM Records
Vitenskapelig artikkel
Schwarzmann, Susanna; Marquezan, Clarissa Cassales; Trivisonno, Riccardo; Nakajima, Shinichi; Barriac, Vincent; Zinner, Thomas. (2022) ML-based QoE Estimation in 5G Networks Using Different Regression Techniques. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Mostafaei, Habib; Smaragdakis, Georgios; Zinner, Thomas Erich; Feldmann, Anja. (2022) Delay-Resistant Geo-Distributed Analytics. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Schembra, Giovanni; Kellerer, Wolfgang; Jacquenet, Christian; Kamiyama, Noriaki; Martini, Barbara; Pasquini, Rafael; Pezaros, Dimitrios; Riggio, Roberto; Zhang, Hongke; Zhani, Mohamed Faten. (2022) Guest Editors' Introduction: Special Section on Smart Management of Future Softwarized Networks. IEEE Transactions on Network and Service Management
Vitenskapelig oversiktsartikkel

2021

Bosk, Marcin; Gajic, Marija; Schwarzmann, Susanna; Lange, Stanislav; Trivisonno, Riccardo; Marquezan, Clarissa; Zinner, Thomas Erich. (2021) Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation.
Vitenskapelig kapittel
Bosk, Marcin; Gajic, Marija; Schwarzmann, Susanna; Lange, Stanislav; Zinner, Thomas Erich. (2021) HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework. arXiv
Vitenskapelig artikkel
Lange, Stanislav; Schwarzmann, Susanna; Gajic, Marija; Zinner, Thomas; Kraemer, Frank Alexander. (2021) AI in 5G Networks: Challenges and Use Cases.
Faglig kapittel
Kellerer, Wolfgang; Schembra, Giovanni; Hwang, Jinho; Kamiyama, Noriaki; Kang, Joon-Myung; Martini, Barbara; Pasquini, Rafael; Pezaros, Dimitrios; Zhang, Hongke; Zhani, Mohamed Faten. (2021) Guest Editors Introduction: Special Issue on Advanced Management of Softwarized Networks. IEEE Transactions on Network and Service Management
Vitenskapelig oversiktsartikkel
Vilalta, Ricard; Munoz, Raul; Cassellas, Ramon; Martinez, Ricardo; Lopez, Victor; Dios, Oscar González de; Pastor, Antonio; Katsikas, Georgios; Klaedtke, Felix; Monti, Paolo. (2021) TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows.
Vitenskapelig kapittel
Geissler, Stefan; Lange, Stanislav; Linguaglossa, Leonardo; Rossi, Dario; Zinner, Thomas; Hossfeld, Tobias. (2021) Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. ACM Transactions on Modeling and Performance Evaluation of Computing Systems
Vitenskapelig artikkel

2020

Schwarzmann, Susanna; Zinner, Thomas. (2020) Linking QoE and Performance Models for DASH-based Video Streaming.
Vitenskapelig kapittel
Shukla, Apoorv; Fathalli, Seifeddine; Zinner, Thomas; Hecker, Artur; Schmid, Stefan. (2020) P4Consist: Towards Consistent P4 SDNs. IEEE Journal on Selected Areas in Communications
Vitenskapelig artikkel
Schwarzmann, Susanna; Marquezan, Clarissa Cassales; Trivisonno, Riccardo; Nakajima, Shinichi; Zinner, Thomas. (2020) Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks.
Vitenskapelig kapittel
Schwarzmann, Susanna; Hainke, Nick; Zinner, Thomas; Sieber, Christian; Robitza, Werner; Raake, Alexander. (2020) Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis.
Vitenskapelig kapittel
Enghardt, Theresa; Zinner, Thomas; Feldmann, Anja. (2020) Using informed access network selection to improve HTTP adaptive streaming performance.
Vitenskapelig kapittel

2019

Bruschi, Roberto; Ciucu, Florin; Zinner, Thomas Erich. (2019) Application Areas and Fundamental Challenges in Network Functions Virtualization. Computer Networks
Leder
Linguaglossa, Leonardo; Lange, Stanislav; Pontarelli, Salvatore; Rétvári, Gábor; Rossi, Dario; Zinner, Thomas Erich; Bifulco, Roberto; Jarschel, Michael; Bianchi, Giuseppe. (2019) Survey of Performance Acceleration Techniques for Network Function Virtualization. Proceedings of the IEEE
Vitenskapelig artikkel
Geissler, Stefan; Herrnleben, Stefan; Bauer, Robert; Grigorjew, Alexej; Zinner, Thomas Erich; Jarschel, Michael. (2019) The Power of Composition: Abstracting a Multi-Device SDN Data Path Through a Single API. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Apoorv, Shukla; Jawad, Saidi S.; Stefan, Schmid; Marco, Canini; Zinner, Thomas Erich; Feldmann, Anja. (2019) Towards Consistent SDNS: A Case for Network State Fuzzing. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Alissa, Ali; Bentaleb, Abdelhak; Barakabitze, Alcardo; Ghita, Bogdan V.; Zinner, Thomas. (2019) Bandwidth Prediction Schemes for Defining Bitrate Levels in SDN-enabled Adaptive Streaming.
Vitenskapelig kapittel
Al-Issa, Ali; Bentaleb, Abdelhak; Zinner, Thomas Erich; Mkwawa, Is-Haka; Ghita, Bogdan V.. (2019) BBGDASH: A Max-Min Bounded Bitrate Guidance for SDN Enabled Adaptive Video Streaming.
Vitenskapelig kapittel
Enghardt, Theresa; Tiesel, Philipp; Zinner, Thomas; Feldmann, Anja. (2019) Informed Access Network Selection: The Benefits of Socket Intents for Web Performance.
Vitenskapelig kapittel
Enghardt, Theresa; Zinner, Thomas Erich; Feldmann, Anja. (2019) Web performance pitfalls.
Vitenskapelig kapittel
Schwarzmann, Susanna; Breitbach, Paula; Zinner, Thomas Erich; Rost, Matthias. (2019) Modeling Adaptive Video Streaming Using Discrete-Time Analysis.
Vitenskapelig kapittel
Gray, Nicolas; Grigorjew, Alexej; Hossfeld, Tobias; Apoorv, Shukla; Zinner, Thomas Erich. (2019) Highlighting the Gap Between Expected and Actual Behavior in P4-enabled Networks.
Vitenskapelig kapittel
Schwarzmann, Susanna; Marquezan, Clarissa; Bosk, Marcin; Liu, Huiran; Trivisonno, Riccardo; Zinner, Thomas Erich. (2019) Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning.
Vitenskapelig kapittel
Kellerer, Wolfgang; Chemouil, Prosper; Kamiyama, Noriaki; Martini, Barbara; Pasquini, Rafael; Schembra, Giovanni; Schmid, Stefan; Zhani, Mohamed; Zinner, Thomas. (2019) Guest editorial: Special issue on latest developments for the management of softwarized networks. IEEE Transactions on Network and Service Management
Leder
Lange, Stanislav; Linguaglossa, Leonardo; Geissler, Stefan; Rossi, Dario; Zinner, Thomas Erich. (2019) Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing.
Vitenskapelig kapittel
Geissler, Stefan; Lange, Stanislav; Wamser, Florian; Zinner, Thomas Erich; Hossfeld, Tobias. (2019) KOMon—Kernel-based Online Monitoring of VNF Packet Processing Times.
Vitenskapelig kapittel
Schwarzmann, Susanna; Breitbach, Paula; Zinner, Thomas Erich. (2019) Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis.
Vitenskapelig kapittel

Tidsskriftspublikasjoner

Gajić, Marija; Bosk, Marcin; Lange, Stanislav; Zinner, Thomas. (2026) QoE-Aware Transport Slicing Configuration: Improving Application Performance in Beyond-5G Networks. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Raffeck, Simon; Grøsvik, Sebastian Gilje; Lange, Stanislav; Hossfeld, Tobias; Zinner, Thomas Erich; Geissler, Stefan. (2024) Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay. International Conference on Network and Service Management (CNSM)
Vitenskapelig artikkel
Bosk, Marcin; Gajic, Marija; Schwarzmann, Susanna; Lange, Stanislav; Zinner, Thomas Erich. (2021) HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework. arXiv
Vitenskapelig artikkel
Bruschi, Roberto; Ciucu, Florin; Zinner, Thomas Erich. (2019) Application Areas and Fundamental Challenges in Network Functions Virtualization. Computer Networks
Leder
Linguaglossa, Leonardo; Lange, Stanislav; Pontarelli, Salvatore; Rétvári, Gábor; Rossi, Dario; Zinner, Thomas Erich; Bifulco, Roberto; Jarschel, Michael; Bianchi, Giuseppe. (2019) Survey of Performance Acceleration Techniques for Network Function Virtualization. Proceedings of the IEEE
Vitenskapelig artikkel
Geissler, Stefan; Herrnleben, Stefan; Bauer, Robert; Grigorjew, Alexej; Zinner, Thomas Erich; Jarschel, Michael. (2019) The Power of Composition: Abstracting a Multi-Device SDN Data Path Through a Single API. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Apoorv, Shukla; Jawad, Saidi S.; Stefan, Schmid; Marco, Canini; Zinner, Thomas Erich; Feldmann, Anja. (2019) Towards Consistent SDNS: A Case for Network State Fuzzing. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Shukla, Apoorv; Fathalli, Seifeddine; Zinner, Thomas; Hecker, Artur; Schmid, Stefan. (2020) P4Consist: Towards Consistent P4 SDNs. IEEE Journal on Selected Areas in Communications
Vitenskapelig artikkel
De Moor, Katrien; Fiedler, Markus; Raake, Alexander; Jhunjhunwala, Ashok; Gnanasekaran, Vahiny; Subramanian, Sruti; Zinner, Thomas Erich. (2022) Towards the design and evaluation of more sustainable multimedia experiences: which role can QoE research play?. SIGMM Records
Vitenskapelig artikkel
Schwarzmann, Susanna; Marquezan, Clarissa Cassales; Trivisonno, Riccardo; Nakajima, Shinichi; Barriac, Vincent; Zinner, Thomas. (2022) ML-based QoE Estimation in 5G Networks Using Different Regression Techniques. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Lønsethagen, Håkon; Lange, Stanislav; Zinner, Thomas; Øverby, Harald; Contreras, Luis M.; Ciulli, Nicola; Dotaro, Emmanuel. (2023) Toward Smart Public Interconnected Networks and Services — Approaching the Stumbling Blocks. IEEE Communications Magazine
Vitenskapelig artikkel
Kellerer, Wolfgang; Schembra, Giovanni; Hwang, Jinho; Kamiyama, Noriaki; Kang, Joon-Myung; Martini, Barbara; Pasquini, Rafael; Pezaros, Dimitrios; Zhang, Hongke; Zhani, Mohamed Faten. (2021) Guest Editors Introduction: Special Issue on Advanced Management of Softwarized Networks. IEEE Transactions on Network and Service Management
Vitenskapelig oversiktsartikkel
Mostafaei, Habib; Smaragdakis, Georgios; Zinner, Thomas Erich; Feldmann, Anja. (2022) Delay-Resistant Geo-Distributed Analytics. IEEE Transactions on Network and Service Management
Vitenskapelig artikkel
Schembra, Giovanni; Kellerer, Wolfgang; Jacquenet, Christian; Kamiyama, Noriaki; Martini, Barbara; Pasquini, Rafael; Pezaros, Dimitrios; Riggio, Roberto; Zhang, Hongke; Zhani, Mohamed Faten. (2022) Guest Editors' Introduction: Special Section on Smart Management of Future Softwarized Networks. IEEE Transactions on Network and Service Management
Vitenskapelig oversiktsartikkel
Geissler, Stefan; Lange, Stanislav; Linguaglossa, Leonardo; Rossi, Dario; Zinner, Thomas; Hossfeld, Tobias. (2021) Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. ACM Transactions on Modeling and Performance Evaluation of Computing Systems
Vitenskapelig artikkel
Kellerer, Wolfgang; Chemouil, Prosper; Kamiyama, Noriaki; Martini, Barbara; Pasquini, Rafael; Schembra, Giovanni; Schmid, Stefan; Zhani, Mohamed; Zinner, Thomas. (2019) Guest editorial: Special issue on latest developments for the management of softwarized networks. IEEE Transactions on Network and Service Management
Leder

Del av bok/rapport

Singh, Suneet Kumar; Zeman, Dalibor; Petrovic, Marija; Lange, Stanislav; Zinner, Thomas. (2025) Towards Adaptive PRB Optimization in Open RAN via Near-Real-Time RIC Control.
Vitenskapelig kapittel
Borgaonkar, Ravishankar Bhaskarrao; Burgos, Denise Lusuegro; Zerihun, Tesfaye Amare; Lange, Stanislav; Zinner, Thomas. (2025) Commercial Grade 5G Testbed for Cybersecurity Research in Smart Grid Systems: Design, Implementation, and DoS Evaluation.
Vitenskapelig kapittel
Bosk, Marcin; Gajic, Marija; Schwarzmann, Susanna; Lange, Stanislav; Trivisonno, Riccardo; Marquezan, Clarissa; Zinner, Thomas Erich. (2021) Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation.
Vitenskapelig kapittel
Schwarzmann, Susanna; Trivisonno, Riccardo; Lange, Stanislav; Civelek, Tugce Erkilic; Corujo, Daniel; Guerzoni, Riccardo; Zinner, Thomas Erich; Mahmoodi, Toktam. (2023) An Intelligent User Plane to Support In-Network Computing in 6G Networks.
Vitenskapelig kapittel
Lange, Stanislav; Gajic, Marija; Zinner, Thomas Erich; Pajo, Jane Frances; Lønsethagen, Håkon; Xie, Min; Vilalta, Ricard. (2022) Towards assessing effects of isolation on determinism in multi-application scenarios.
Vitenskapelig kapittel
Gajic, Marija; Bosk, Marcin; Schwarzmann, Susanna; Lange, Stanislav; Zinner, Thomas Erich. (2022) Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++.
Vitenskapelig kapittel
Lange, Stanislav; Pajo, Jane Frances; Zinner, Thomas Erich; Lønsethagen, Håkon; Xie, Min. (2022) QoS-Aware Inter-Domain Connectivity: Control Plane Design and Operational Considerations.
Vitenskapelig kapittel
Sanchez Acevedo, Santiago; Zerihun, Tesfaye Amare; Khalili, Mohammad; Hoidalen, Hans Kristian; Zinner, Thomas. (2024) Line protection systems with 5G communication.
Vitenskapelig kapittel
Spina, Mattia Giovanni; Lebron, Darwin Victoriano Soto; Schwarzmann, Susanna; Guerzoni, Riccardo; Trivisonno, Riccardo; Iera, Antonio; Rango, Floriano De; Karetsos, George T.; Zinner, Thomas; Corujo, Daniel. (2024) In-Network Computing and Split-AI in 6G: Enablers and Proof-of-Concept Studies.
Vitenskapelig kapittel
Raffeck, Simon; Grøsvik, Sebastian Gilje; Lange, Stanislav; Hossfeld, Tobias; Zinner, Thomas; Geissler, Stefan. (2024) Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay.
Vitenskapelig kapittel
Schwarzmann, Susanna; Civelek, Tugce Erkilic; Iera, Antonio; Corujo, Daniel; Karetsos, George T.; Guerzoni, Riccardo; Abboud, Osama; Valenzuela, Andres Meseguer; Trivisonno, Riccardo; Spina, Mattia Giovanni. (2024) Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane.
Vitenskapelig kapittel
Schwarzmann, Susanna; Zinner, Thomas. (2020) Linking QoE and Performance Models for DASH-based Video Streaming.
Vitenskapelig kapittel
Schwarzmann, Susanna; Marquezan, Clarissa Cassales; Trivisonno, Riccardo; Nakajima, Shinichi; Zinner, Thomas. (2020) Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks.
Vitenskapelig kapittel
Schwarzmann, Susanna; Hainke, Nick; Zinner, Thomas; Sieber, Christian; Robitza, Werner; Raake, Alexander. (2020) Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis.
Vitenskapelig kapittel
Enghardt, Theresa; Zinner, Thomas; Feldmann, Anja. (2020) Using informed access network selection to improve HTTP adaptive streaming performance.
Vitenskapelig kapittel
Alissa, Ali; Bentaleb, Abdelhak; Barakabitze, Alcardo; Ghita, Bogdan V.; Zinner, Thomas. (2019) Bandwidth Prediction Schemes for Defining Bitrate Levels in SDN-enabled Adaptive Streaming.
Vitenskapelig kapittel
Al-Issa, Ali; Bentaleb, Abdelhak; Zinner, Thomas Erich; Mkwawa, Is-Haka; Ghita, Bogdan V.. (2019) BBGDASH: A Max-Min Bounded Bitrate Guidance for SDN Enabled Adaptive Video Streaming.
Vitenskapelig kapittel
Enghardt, Theresa; Tiesel, Philipp; Zinner, Thomas; Feldmann, Anja. (2019) Informed Access Network Selection: The Benefits of Socket Intents for Web Performance.
Vitenskapelig kapittel
Enghardt, Theresa; Zinner, Thomas Erich; Feldmann, Anja. (2019) Web performance pitfalls.
Vitenskapelig kapittel
Lange, Stanislav; Schwarzmann, Susanna; Gajic, Marija; Zinner, Thomas; Kraemer, Frank Alexander. (2021) AI in 5G Networks: Challenges and Use Cases.
Faglig kapittel
Vilalta, Ricard; Munoz, Raul; Cassellas, Ramon; Martinez, Ricardo; Lopez, Victor; Dios, Oscar González de; Pastor, Antonio; Katsikas, Georgios; Klaedtke, Felix; Monti, Paolo. (2021) TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows.
Vitenskapelig kapittel
Schwarzmann, Susanna; Breitbach, Paula; Zinner, Thomas Erich; Rost, Matthias. (2019) Modeling Adaptive Video Streaming Using Discrete-Time Analysis.
Vitenskapelig kapittel
Gray, Nicolas; Grigorjew, Alexej; Hossfeld, Tobias; Apoorv, Shukla; Zinner, Thomas Erich. (2019) Highlighting the Gap Between Expected and Actual Behavior in P4-enabled Networks.
Vitenskapelig kapittel
Schwarzmann, Susanna; Marquezan, Clarissa; Bosk, Marcin; Liu, Huiran; Trivisonno, Riccardo; Zinner, Thomas Erich. (2019) Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning.
Vitenskapelig kapittel
Lange, Stanislav; Linguaglossa, Leonardo; Geissler, Stefan; Rossi, Dario; Zinner, Thomas Erich. (2019) Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing.
Vitenskapelig kapittel
Geissler, Stefan; Lange, Stanislav; Wamser, Florian; Zinner, Thomas Erich; Hossfeld, Tobias. (2019) KOMon—Kernel-based Online Monitoring of VNF Packet Processing Times.
Vitenskapelig kapittel
Schwarzmann, Susanna; Breitbach, Paula; Zinner, Thomas Erich. (2019) Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis.
Vitenskapelig kapittel

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