Table of Contents

• Maintaining QoS in Partially Offloaded Packet Processing with Priority-Aware BackpressureRubens Figueiredo, Hagen Woesner, Andreas Kassler, Holger Karl. 1-9 [doi]
• An Efficient Shared-Memory Framework for TCP Vegas Congestion Control Using Clustering and OptimizationMarcos V. C. Madeira, Diogo M. F. Mattos. 10-18 [doi]
• ARoMA: Robust Network Delay Change Detection with Adaptation to DriftsNoah Wassberg, Simon Lindståhl, Andreas Johnsson. 19-27 [doi]
• Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane RefinementSimone Geraci, Lorenzo Pappone, Alessio Sacco, Flavio Esposito. 28-36 [doi]
• FlexUP: CU-UP Disaggregation on Programmable Data PlanesFrancisco Germano Vogt, Victor H. S. Lopes, Fabricio E. Rodriguez Cesen, Marcelo Caggiani Luizelli, Gyanesh Patra, Christian Esteve Rothenberg, Gergely Pongrácz, Chrysa Papagianni. 37-45 [doi]
• Enhancing Packet Trimming Behaviour for Programmable ProtocolsStuart Clayman, Müge Sayit, David Griffin 0001, Miguel Rio. 46-54 [doi]
• High-Speed Generation of Periodic Traffic Patterns on P4TG for DDoS and Burst-Load EvaluationFabian Ihle, Etienne Zink, Michael Menth. 55-63 [doi]
• PNap: Lifecycle-Aware Edge Multi-State Sleep for Energy Efficient MECFederico Giarré, Holger Karl. 64-72 [doi]
• More is Always Better? Investigating QoS and Energy Efficiency in 5G Campus NetworksLukas Kilian Schumann, Simon Raffeck, Stefan Geißler, Tobias Hoßfeld. 73-81 [doi]
• EnSplit: Dynamic DRL Energy-Aware Split Inference for AI-Based UE Apps in 6G NetworksSayantini Majumdar, Eric Samikwa, Konstantinos Samdanis, Emmanouil Pateromichelakis, Elham Hashemi Nezhad, Torsten Braun. 82-89 [doi]
• A Context-Aware Predictive Access Control Scheme for Massive IoT Devices in Smart City EnvironmentsMaira Alvi, Esha Alvi, Noël Crespi, Roberto Minerva, Manoj Herath, Hrishikesh Dutta. 90-98 [doi]
• Agentic AI CPE: Traffic Steering Via Small Language Models and Zero-Shot ForecastingGiacomo Sguotti, Sebastian Troia, Guido Maier. 99-107 [doi]
• Priority-Based Data Transfer Control for LLM Inference Streaming Leveraging Prompt ImportanceHiroki Baba, Kenshiro Wada, Kentaro Hayashi 0001, Kenzo Okuda, Naoki Kimishima, Tomonori Takeda. 108-116 [doi]
• A Comparison of Different GNN Architectures for Network Traffic ClassificationDavid Carela-Español, Ismael Castell-Uroz, Pere Barlet-Ros. 117-125 [doi]
• Neuname: Autonomous Semantic Naming for ICN Using Multimodal Neural IntelligenceHtet Htet Hlaing, Hitoshi Asaeda. 126-134 [doi]
• RANalyzer: Automated Continuous RAN Software Evaluation and Regression AnalysisRavis Shirkhani, Reshma Prasad, Leonardo Bonati, Tommaso Melodia, Michele Polese. 135-143 [doi]
• BeamID: Domain-Adaptive Radio Fingerprinting with MIMO Beamforming FeedbackKhandaker Foysal Haque, Francesca Meneghello 0001, Francesco Restuccia 0001. 144-152 [doi]
• Measuring What Matters: Increasing the Observability of Signalling Traffic in the 5G CoreSimon Raffeck, Stanislav Lange, Andra Lutu, Tobias Hossfeld, Stefan Geissler. 153-161 [doi]
• Lightweight Trace-Driven Burst Traffic Generation for 5G Network Digital TwinsGhinwa Ismail, Samir Si-Mohammed, Fabrice Theoleyre. 162-170 [doi]
• Real-World Reinforcement Learning for Energy-Efficient DL Power Management in Beyond 5G RANTheodoros Tsourdinis, Nikos Makris, Thanasis Korakis, Serge Fdida. 171-179 [doi]
• Decentralized Federated Multi-Agent Reinforcement Learning for RAN Controller Orchestration in 6GElham Hashemi Nezhad, Eric Samikwa, Torsten Braun. 180-188 [doi]
• From Prediction to Action: Real-Time QoE-Aware RAN Control for 5G and BeyondSuneet Kumar Singh, Sebastian G. Grøsvik, Marija Gajic, Christian Esteve Rothenberg, Stanislav Lange, Thomas Zinner. 189-197 [doi]
• In-Action Fairness Control for 5G Resource Scheduling Using Reinforcement LearningDiego Canizio Lopes, André Luiz Nasserala Pires, Ian Vilar Bastos, Igor M. Moraes, Francesca Fossati. 198-206 [doi]
• Uncore Frequency De-Tuning for Power Efficient LLMs at Telco EdgePaul Veitch, Arsham Farshad, Adam Morsman. 207-212 [doi]
• Unveiling the Impact of Scheduling Strategies in Kubernetes with the KubeTwin PlatformJosé Santos 0001, Davide Borsatti, Walter Cerroni, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Filip De Turck. 213-218 [doi]
• Tail-Latency-Safe Privacy for Predictive Autoscaling via a Lightweight Encrypted Prediction HeadAlan Chuang, Melody Moh, Teng-Sheng Moh. 219-224 [doi]
• An Experimental Evaluation of VPA and in-Place Resource Resizing in Kubernetes Under Dynamic WorkloadsHadil Bouasker, Massinissa Ait Aba, Abdenour Yasser Brahmi, Hind Castel-Taleb, Badii Jouaber. 225-230 [doi]
• Towards Simulation-as-a-Service: A Declarative Approach to ML-Oriented Network ExperimentationMarcel Antzek, Christian Dietz, Gabi Dreo Rodosek. 231-236 [doi]
• Bridging the Gap between Simulated and Real Network Data Using Transfer LearningCarlos Güemes-Palau, Miquel Ferriol Galmés, Jordi Paillissé Vilanova, Albert Lopez-Bresco, Pere Barlet-Ros, Albert Cabellos-Aparicio. 237-242 [doi]
• SpectraCCC: Passive Classification of TCP Congestion-Control AlgorithmsJonas Krause, Max Franke 0001, Oliver Hohlfeld, Stefan Schmid 0001. 243-248 [doi]
• Breach-Tolerant Kubernetes Intrusion Detection System Using Trusted External Resource TelemetryDeepansh Pandey, Gaurav Verma, Eshwar Chawda, Yogita Karke, Jyotsna Bapat. 249-254 [doi]
• AutoGraphAD: Unsupervised Network Anomaly Detection Using Variational Graph AutoencodersGeorgios Anyfantis, Pere Barlet-Ros. 255-260 [doi]
• HyNIC: Hybrid In-Network Inference for Line-Rate Anomaly Detection on SmartNICsAristide Tanyi-Jong Akem, Noa Zilberman. 261-266 [doi]
• Route Planning and Online Routing for Quantum Key Distribution NetworksJorge López, Charalampos Chatzinakis, Marc Cartigny. 267-272 [doi]
• LoFi: Low-Cost Early Application Filter Based on Cached ML DecisionsJohann Hugon, Shinan Liu, Paul Schmitt, Nick Feamster, Francesco Bronzino. 273-278 [doi]
• Transient-Aware Performability of Softwarized 5G Service Chains under Non-Exponential Failure ModelsMario Di Mauro, Maurizio Longo, Fabio Postiglione, Ermanno Troisi. 279-284 [doi]
• Validating Sustainability in Open Source MANO: A Use Case for Maritime Port Video AnalysisFilipe Antão, Hao Ran Chi, Daniel Corujo, Rui L. Aguiar. 285-290 [doi]
• Learning to Orchestrate in-Network Rendering Farms: Dynamic Asset Replication and Parallelization for Immersive ApplicationsManel Gherari, Halima Elbiaze, Yacine Ghamri-Doudane, Roch H. Glitho. 291-296 [doi]
• Agentic Hierarchical Multi-Team MARL for Joint AI-Driven MLO and MAP-Co in Wi-Fi 7 NetworksRania Sahraoui, Fetia Bannour, Badii Jouaber, Djamal Zeghlache. 297-302 [doi]
• Robust Fronthaul Optimization for User-Centric Cell-Free MIMO NetworksAmeya G. Joshi, Nguyen Tuan Khai, Thomas Bauschert. 303-308 [doi]
• An Agentic Framework for Intent Co-Creation in 6G NaaS: Architecture and Open-Source Model EvaluationKostis Trantzas, Besiana Agko, Christos Tranoris, Irene Denazi. 309-314 [doi]
• A Fair, Jammer-Resilient and Efficient Resource Allocation Scheme in Ris-Assisted SaginsNdeye Fatou Diop, Cirine Chaieb, Wessam Ajib, Gunes Karabulut Kurt. 315-320 [doi]
• xChain: Multi-Stage Traffic Analysis and Classification in O-RANBinh V. Duong, Tung V. Doan, Mahdi Attawna, Frank H. P. Fitzek, Giang T. Nguyen 0002. 321-326 [doi]
• A Real-Time SDN Platform for Closed-Loop Wi-Fi ManagementAbdenour Yasser Brahmi, Nour-El-Houda Yellas, Lynda Zitoune, Massinissa Ait Aba, Badii Jouaber. 327-329 [doi]
• Unifying Softwarised Terrestrial and Non-Terrestrial Networks Within O-RAN ArchitectureJorge Baranda, Amedeo Giuliani, Pol Henarejos, Luis Blanco 0001, Josep Mangues-Bafalluy, Engin Zeydan. 330-332 [doi]
• Intelligence Where It Matters in Open RANBinh V. Duong, Mahdi Attawna, Tung V. Doan, Mingyu Ma 0006, Frank H. P. Fitzek, Giang T. Nguyen 0002. 333-335 [doi]
• CloudEmu: A Trace-Driven Cloud-Native Emulation Testbed for Vehicle Video Uplink Over Cellular NetworksTakashi Torii, Soto Anno, Masaki Okada, Takuma Tsubaki, Nobuhiro Azuma, Takuya Tojo. 336-338 [doi]
• Teleoperated Driving via a Private 5G Network: Demonstration with Remotely-Driven RobotsSimone Battaglia, Claudia Campolo, Domenico Gioffrè, Antonella Molinaro, Bruno Pizzimenti, Domenico Mario Zappalà. 339-341 [doi]
• Open-Source-Driven Lawful Interception Over Softwarized 5G Network Slices in a Multi-Cell SDR-Emulated ScenarioAnna Vittoria Damato, Ingrid Huso, Giuseppe Piro, Gennaro Boggia. 342-344 [doi]
• Don't Trust the Label: A Demo on the Pitfalls of Energy Efficiency Metrics for NetworksFrank Loh, Lukas Kilian Schumann, Carina Baur, Simon Schardt, David Hock, Tobias Hoßfeld. 345-347 [doi]
• KubeTwin 2.0: Demonstrating the Impact of Scheduling Strategies in KubernetesJosé Santos 0001, Davide Borsatti, Walter Cerroni, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Filip De Turck. 348-350 [doi]
• GraphXDP: Programmable In-Kernel Packet Dispatching via Dynamic Network Function GraphsKároly Kecskeméti, Sándor Laki, Géza Szabó. 351-353 [doi]
• Fast-Path in-Network Inference on Intel Infrastructure Processing UnitsAristide Tanyi-Jong Akem. 354-356 [doi]
• A QoE-Assessment Middlebox for Real-Time Video Stream MonitoringAsif Abaidullah, Sándor Laki. 357-359 [doi]
• Design and Deployment of a Flexible COTS-Based TSN TestbedFabian Kummer, Michael Nast, Helge Parzyjegla, Peter Danielis, Christian Haubelt, Frank Golatowski. 360-362 [doi]
• Cascaded Machine Learning Pipeline for Encrypted HTTPS Flow ClassificationTorsten Kunz, Jeremias Dötterl, Martin Kuipers. 363-365 [doi]
• Organic 6G Networks: Towards a Dependable, Flexible Control PlaneFabian Eichhorn, Marius Corici, Thomas Magedanz, Paul Seehofer, Roland Bless. 366-368 [doi]
• PAAG: Agentic Intent-based Control with Persistence Aware Assurance in Multi-Zone KubernetesMuhammad Asif, Wang-Cheol Song. 369-371 [doi]
• Red Teaming Your Standalone Private 5G Deployment Using GenAIAnders Kornberg Simensen, Thomas Zinner, Ravishankar Borgaonkar. 372-374 [doi]
• Mininet-AI: Emulating Network Agentic AIPedro da Silva Santiago, Diogo Mainart Monteiro, Victor Hugo Schneider Lopes, Francisco G. Vogt, Fábio D. Rossi, Christian Esteve Rothenberg, Marcelo Caggiani Luizelli. 375-377 [doi]
• Coordinated Energy-Efficient Orchestration of UAV-Mounted gNBs via Negotiating xApps in O-RANShakeel Ahmad, Andrea Caruso, Raoul Raftopoulos, Daniele Riccobene. 378-380 [doi]
• Dynamic Context Modeling for Enhanced Safety in Vehicular Ad-Hoc NetworkWardah Saleh, Ikjot Saini. 381-384 [doi]
• Task Offloading: A Review of Modeling Assumptions and Open Challenges in Performance EvaluationMarco A. Villa, Noemí Merayo, Ignacio de Miguel. 385-388 [doi]
• Toward Mobility-Aware and Explainable Orchestration in MEC-Enabled Vehicular NetworksRim Sayegh, Hela Marouane, Sahar Hoteit, Abdulhalim Dandoush. 389-394 [doi]
• Towards Adaptive and Autonomous SDN-Based Network Management for IoTLiticia Djennadi, Gladys Diaz, Khaled Boussetta, Christophe Cérin. 395-400 [doi]
• Toward Risk-Driven Cybersecurity Management for Virtual NetworksFrancesca Coriale, Daniele Bringhenti, Fulvio Valenza. 401-404 [doi]
• Towards Secure Knowledge Distillation in Edge and Federated AI Systems: A System-Level PerspectiveNil Ortiz Rabella, Vladimir Estivill-Castro, Muhammad Shuaib Siddiqui, Hatim Chergui. 405-408 [doi]
• Diversity as a Security Primitive for ML-Based Network Intrusion DetectionAllan Espindola, Altair O. Santin, Eduardo K. Viegas, Pedro M. Ferreira 0001, António Casimiro. 409-414 [doi]
• Intent-Based 6G Management with Generative AIAbdelkader Mekrache, Adlen Ksentini, Ulrich Finger. 415-420 [doi]
• Blockchain for SDN Control: Exploring the Trade-Off Between Security and PerformanceAndrei Danila, Loïc Desgeorges, Guilain Leduc, Dongyu Zhang, Jean-Philippe Georges. 421-427 [doi]
• Edgent: Towards an Agentic AI Framework for eBPF-Based Service Deployment and Orchestration at the EdgeRaffaele Di Tommaso, Gianluca Davoli, Pietro Spadaccino, Walter Cerroni. 428-434 [doi]
• IntentNEF: LLM-Driven Natural Language Automation of 5G Network ExposureHaoyu You, Chathura Galkandage, Naercio Magaia, Maziar M. Nekovee, Simon Davies. 435-441 [doi]
• LLM-Assisted Design and Analytics of Next-Generation Optical Transport NetworksImran Chowdhury Dipto, Sanwal Zeb, Muhammad Umar Masood, Ihtesham Khan, Nelson Costa, João Pedro 0001, Antonio Napoli, Vittorio Curri. 442-448 [doi]
• A GenAI-Driven Multi-Agent Framework for Explainable Intent-Based Slice RecommendationRui Ferreira 0001, Raul Barbosa, Marco Araújo, Petia Georgieva, Susana Sargento, Anabela Tereso, Paulo Novais, Pedro Rito, Bruno Mendes. 449-455 [doi]
• Real-Time Intrusion Detection for IoMT with in-Network Inference on SmartNICsAristide Tanyi-Jong Akem, Noa Zilberman. 456-462 [doi]
• MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly DetectionChristian Colella, Cristiano Serra, Alessio Sacco, Guido Marchetto. 463-468 [doi]
• Migration-Driven Energy Consumption Optimisation Atop Cloud ContinuumSlawomir Kuklinski, Robert Kolakowski, Bartlomiej Mastej. 469-475 [doi]
• Orchestrating Services with QoS Assurance at the Edge of Virtualized 5G NetworksGaetano Francesco Pittalà, Gianluca Davoli, Walter Cerroni, Piotr Borylo. 476-482 [doi]
• Lightweight vs. Traditional Orchestration: A Performance Study of WebAssembly and ContainersNuutti Hakala, Kashif Nizam Khan. 483-489 [doi]
• Closing the Loop: Link-Aware Dataset Generation and Edge Learning in UAV-Based Inference Aerial PlatformsAndrea Caruso, Christian Grasso, Giovanni Schembra. 490-496 [doi]
• Prediction, Anomaly Detection and Calibration of O-RAN Power Consumption: An AI-Driven Approach Using Network KPIsDimitris Kefalas, Nikos Makris, Serge Fdida, Thanasis Korakis. 497-502 [doi]
• EnergyTracer: Energy Analysis of Packet Processing Events in DPDK-based ApplicationsMohsen Memarian, Andreas Kassler, Karl-Johan Grinnemo, Sándor Laki, Gergely Pongrácz, Johan Forsman. 503-509 [doi]
• Energy Consumption of Nomadic 5G SystemsWolfgang Kiess, Tim Farnschläder, Maximilian Dietrich, Daniel Schneider 0009, Dieter Novotny. 510-516 [doi]
• Sustainable 6G Optical Any-Haul with Coherent Pluggables in Converged Metro-AccessAhtisham Ali, Sanwal Zeb, Muhammad Umar Masood, Andrea Rosso, Gulmina Malik, Renato Ambrosone, Riccardo Schips, Michela Pollone, Stefano Straullu, Francesco Aquilino, João Pedro 0001, Antonio Napoli, Alessandro Galardini, Vittorio Curri. 517-522 [doi]
• Release of a Comprehensive Dataset for Fostering Dynamic Power Management Mechanisms in the Edge-Cloud ContinuumMilad Akbari, Raffaele Bolla, Roberto Bruschi, Chiara Lombardo, Anastasios Zafeiropoulos, Symeon Papavassiliou. 523-528 [doi]
• Multi-Criteria Conditional Handover in 5G NTN Mega-ConstellationsManar Zaboub, Hauke Buhr, Marius Corici. 529-535 [doi]
• Performance Evaluation of Selection Strategies for Inter-Satellite Paths in Walker-Delta ConstellationsMarvin Felix Braun, Moritz Flüchter, Michael Menth. 536-542 [doi]
• Hybrid Table-Assisted and RL-Based Dynamic Routing for NGSO Satellite NetworksFlor Ortiz, Eva Lagunas. 543-548 [doi]
• TheaterQ: A Qdisc for Emulation of Dynamic Satellite NetworksMartin Ottens, Kai-Steffen Hielscher, Reinhard German. 549-555 [doi]
• Improving Web Protection in Virtual Networks with Automatic WAF ConfigurationDaniele Bringhenti, Francesco Pizzato, Fulvio Valenza. 556-562 [doi]
• A Staged Control Method for Router Configuration and Explicit Path Enforcement Using PCE and Flex-AlgoPablo Martínez Sánchez, Antonio Skarmeta Gomez. 563-569 [doi]
• Environment-Grounded Multi-Agent Workflow for Autonomous Penetration TestingMichael Somma, Markus Großpointner, Paul Zabalegui, Eppu Heilimo, Branka Stojanovic. 570-576 [doi]
• A Layered Secure and Post-Quantum Ready Communication Architecture for Microservice PlatformsLuis F. Gonzalez, Mattin Antartiko Elorza Forcada, Iván Vidal, Francisco Valera, Antonio Pastor Perales. 577-583 [doi]
• Cybersecurity in IoT-to-Cloud Applications Using Service-Oriented Digital Twin Approach and ToolboxSonika Gogineni, Ilinca Burdulea, Wissam Mallouli, Bruno Vidalenc, Alexandros Valantasis, Pascal Lünnemann. 584-590 [doi]
• In-Network Security for Smart Buildings BACnet CommunicationsLorenzo Rinieri, Antonio Iacobelli, Andrea Melis 0001, Roberto Girau, Franco Callegati, Marco Prandini. 591-597 [doi]
• Adaptive Mitigation of Amplification-Based DDoS Attacks in Programmable Data PlanesSimone Sampognaro, Marios Avgeris, Anestis Dalgkitsis, Paola Grosso. 598-604 [doi]
• POLAR: Permutation-Oriented DeepSets Learning for Adaptive Beamforming in 6G AI-Native NetworksHaya Al Kassir, Anastasios E. Giannopoulos, Sotirios T. Spantideas, Maria Lamprini Bartsioka, Panagiotis Trakadas, Tao Chen. 605-610 [doi]
• Intelligence Augmentation in a Platform for Cyber Situational AwarenessLukás Sadlek, Milan Bohácek, Jan Rolínek, Martin Husák. 611-617 [doi]
• Hybrid Neuro-Symbolic Architecture for Autonomous Intrusion Detection and Mitigation in 5G and Beyond NetworksAsterios Mpatziakas, Antonios Lalas, Anastasios Drosou, Nestor D. Chatzidiamantis, Dimitrios Tzovaras. 618-624 [doi]
• OperAID: Benchmarking LLM Agents for Autonomous Kubernetes Fault RemediationAriel Góes de Castro, Konstantinos Vandikas, Simone Ferlin, Marco Chiesa, Christian Esteve Rothenberg. 625-631 [doi]
• Leveraging Proof-of-Authority Blockchain for Decentralized Certificate RevocationArthur Premont, Hossam Afifi. 632-638 [doi]
• Making IBN Tractable by Enhanced Policy Verification: The NIPOV AlgorithmPedro Martinez-Julia, Ved P. Kafle, Hitoshi Asaeda, Diego R. López, Antonio F. Skarmeta. 639-645 [doi]
• Programmable Security for 6G Mobile Networks: The Vision of HORSE and MARE ProjectsFabrizio Granelli, Eva Rodríguez, Xavier Masip-Bruin, Ioannis Vasalos, George Xilouris. 646-651 [doi]
• Edge-Assisted Trust Establishment and Pre-Authentication for 6G NetworksMohammed B. Alshawki, Janneke Van Oosterhout, Yehao Zhou, Daniel Hindemburg de Miranda Marques, Sándor Laki, Péter Ligeti, Dalton C. G. Valadares, Shahid Raza. 652-658 [doi]
• A Multi-Stakeholder Framework for Secure C-ITS and Experimental DeploymentRamon Sanchez-Iborra, Maria-Dolores Guerrero-Munuera, Antonio F. Skarmeta-Gómez, Esteban Egea-López, Felipe Garcia-Vidal, Victoria Beltran, Ramón J. Durán Barroso, Juan Carlos Aguado, Noemí Merayo, Ignacio de Miguel. 659-665 [doi]