Susanna Schwarzmann

Darwin Victoriano Soto Lebron

IEEE Commun. Stand. Mag., June, 2026

Memory-R2: Fair Credit Assignment for Long-Horizon Memory-Augmented LLM Agents.

[BibT_eX]

[DOI]

CoRR, May, 2026

PyraVid: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning.

[BibT_eX]

[DOI]

CoRR, May, 2026

Toward AI-Native 6G Systems: Standards Enablers for 6G Network Automation.

[BibT_eX]

[DOI]

IEEE Commun. Stand. Mag., March, 2026

Leveraging User Perception for 6G Edge-Cloud Orchestration of Networked Extended Reality.

[BibT_eX]

[DOI]

IEEE Commun. Mag., February, 2026

2025

Physiology-Driven User Perception Prediction for Networked Collaborative Virtual Reality.

[BibT_eX]

[DOI]

IEEE Access, 2025

GPU-accelerated In-Network Computing for Split-AI in 6G: A Trade-Off Between Inference Time and Energy Consumption.

[BibT_eX]

[DOI]

Andres Meseguer Valenzuela

Antonio Iera

Proceedings of the 2025 IEEE Global Communications Conference, 2025

Towards a Hybrid Hierarchical Digital Twin Architecture for the 6G Compute Continuum.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Network and Service Management, 2025

Reinforcement Learning-based Orchestration of XR applications in Distributed 6G Cloud Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Network and Service Management, 2025

2024

Toward Massive Distribution of Intelligence for 6G Network Management Using Double Deep Q-Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., April, 2024

Native Support of AI Applications in 6G Mobile Networks Via an Intelligent User Plane.

[BibT_eX]

[DOI]

Andres Meseguer Valenzuela

Tugce Erkilic Civelek

Riccardo Trivisonno

Toktam Mahmoodi

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Distributed Intelligence for Dynamic Task Migration in the 6G User Plane using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Collaborative Cooking in VR: Effects of Network Distortion in Multi-User Virtual Environments.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

In-Network Computing and Split-AI in 6G: Enablers and Proof-of-Concept Studies.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on 6G Networking, 2024

2023

An Intelligent User Plane to Support In-Network Computing in 6G Networks.

[BibT_eX]

[DOI]

Riccardo Trivisonno

Stanislav Lange

Tugce Erkilic Civelek

Proceedings of the IEEE International Conference on Communications, 2023

Intelligent 6G Admission Control Leveraging LSTM-Based Request Forecasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

2022

QoE Management Strategien für adaptives Videostreaming.

[BibT_eX]

[DOI]

Ausgezeichnete Informatikdissertationen, 2022

Modeling and design of novel QoE management strategies for adaptive video streaming.

[BibT_eX]

[DOI]

PhD thesis, 2022

ML-Based QoE Estimation in 5G Networks Using Different Regression Techniques.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Demonstrating QoE-aware 5G Network Slicing Emulated with HTB in OMNeT++.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Intelligent Admission Control in 6G Networks for Resource-efficient Reliable Connectivity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

HTBQueue: A Hierarchical Token Bucket Implementation for the OMNeT++/INET Framework.

[BibT_eX]

[DOI]

CoRR, 2021

Using 5G QoS Mechanisms to Achieve QoE-Aware Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Scalable Application- and User-aware Resource Allocation in Enterprise Networks Using End-Host Pacing.

[BibT_eX]

[DOI]

ACM Trans. Model. Perform. Evaluation Comput. Syst., 2020

Linking QoE and Performance Models for DASH-based Video Streaming.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

Comparing fixed and variable segment durations for adaptive video streaming: a holistic analysis.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Multimedia Systems Conference, 2020

Accuracy vs. Cost Trade-off for Machine Learning Based QoE Estimation in 5G Networks.

[BibT_eX]

[DOI]

Riccardo Trivisonno

Shinichi Nakajima

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Modeling Adaptive Video Streaming Using Discrete-Time Analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st International Teletraffic Congress, 2019

Estimating Video Streaming QoE in the 5G Architecture Using Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks, 2019

Computing QoE-Relevant Adaptive Video Streaming Metrics Using Discrete-Time Analysis.

[BibT_eX]

[DOI]

Paula Breitbach

Proceedings of the 22nd Conference on Innovation in Clouds, 2019

2018

QoE Management for Future Networks.

[BibT_eX]

[DOI]

Jasmina Barakovic Husic

Lea Skorin-Kapov

Proceedings of the Autonomous Control for a Reliable Internet of Services, 2018

Evaluation of the Benefits of Variable Segment Durations for Adaptive Streaming.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

2017

Quantitative comparison of application-network interaction: a case study of adaptive video streaming.

[BibT_eX]

[DOI]

Ognjen Dobrijevic

Qual. User Exp., 2017

2016

Towards a Framework for Comparing Application-Network Interaction Mechanisms.

[BibT_eX]

[DOI]

Ognjen Dobrijevic

Proceedings of the Fourth International IEEE Workshop on Quality of Experience Centric Management, 2016

2015

Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

2014

Deriving the Employee-Perceived Application Quality in Enterprise IT Infrastructures using Information from Ticketing Systems.

[BibT_eX]

[DOI]