| 2024 | 20th International Conference on Network and Service Management, CNSM 2024, Prague, Czech Republic, October 28-31, 2024 Pál Varga, Pavel Celeda, Tim Wauters, Mauro Tortonesi, Jérôme François, Jaime Galán-Jiménez |
| 2024 | 5GProvGen: 5G Provenance Dataset Generation Framework. Amr Abouelkhair, Kiarash Majdi, Noura Limam, Mohammad A. Salahuddin, Raouf Boutaba |
| 2024 | 5GaaS: DLT and Smart Contract-Based Network Slice Management in a Decentralized Marketplace. Kurdman Rasol, Alfonso Egio, Miguel Catalan-Cid, Leonardo Lossi, Helio Simeão, Shuaib Siddiqui |
| 2024 | A First Look at User-Installed Residential Proxies From a Network Operator's Perspective. Etienne Khan, Elisa Chiapponi, Martijn Verkleij, Anna Sperotto, Roland van Rijswijk-Deij, Jeroen van der Ham-de Vos |
| 2024 | A Novel Malicious Intent Detection Approach in Intent-Based Enterprise Networks. Federica De Trizio, Giancarlo Sciddurlo, Dominga Rutigliano, Giuseppe Piro, Gennaro Boggia |
| 2024 | A Practical Network Digital Twin for IGP Weight Optimization. Mohamad Zalat, Maede Davoudzade, Chris Barber, David Krauss, Babak Esfandiari, Thomas Kunz |
| 2024 | Adaptive 360° Video Streaming over a Federated 6G Network: Experimenting In-Network Computing for Enhanced User Experience. Andrea Caruso, Giovanni Schembra, Christian Grasso, Juan Brenes, Pietro G. Giardina, Giada Landi, Leonardo Lossi, Gabriele Scivoletto |
| 2024 | Addressing Data Security in IoT: Minimum Sample Size and Denoising Diffusion Models for Improved Malware Detection. Chiara Camerota, Lorenzo Pappone, Tommaso Pecorella, Flavio Esposito |
| 2024 | Addressing the Scalability of Network Digital Twins: A Network Sampling Approach. Mounir Kellil, Siwar Ben Hadj Said, Minh-Thuyen Thi, Christophe Janneteau, Alexis Olivereau |
| 2024 | Admission Control and Embedding of Network Slices with Flexible VNF Order. Quang-Trung Luu, Minh-Thanh Nguyen, Tai Hung Nguyen, Michel Kieffer, Van-Dinh Nguyen, Quang-Lap Luu, Trung-Toan Nguyen |
| 2024 | Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld |
| 2024 | An Ontology-Based Model for In-Network Computing Components Description and Discovery. Zarin Tasnim, Mouhamad Dieye, Felipe Estrada Solano, Roch H. Glitho, Halima Elbiaze, Wessam Ajib |
| 2024 | Analyzing Privacy Implications of Mobile Apps Data Collection across Age Groups. Adamo Mariani, Matteo Liberato, Anna Sperotto, Antonia Affinito |
| 2024 | Applicability of Hardware-Supported Containers in Low-Latency Networking. Alexander Daichendt, Florian Wiedner, Jonas Andre, Georg Carle |
| 2024 | Assessing Application-Level Network Neutrality using Digital Twins. Péter Orosz, Tamás Marosits, Tamas Skopko |
| 2024 | Automating Network Perimeter Threat Prevention for Decentralized Network Administration. Nikolas Wintering, Eric Lanfer, Nils Aschenbruck |
| 2024 | Automation of Network Configuration Generation using Large Language Models. Supratim Chakraborty, Nithin Chitta, Rajesh Sundaresan |
| 2024 | Big Brother is Watching You: Non-Intrusive ZigBee User Profiling. Katharina O. E. Müller, Delia Datsomor, Daria Schumm, Bruno Rodrigues, Burkhard Stiller |
| 2024 | Blockchain-Based Self-Sovereign Identity in 6G Non-Public Networks: Enhanced Security in Industrial Cyber-Physical Systems. Abdullah Aydeger, Engin Zeydan |
| 2024 | Budget-Aware Resource Pricing in Cloud and Edge Computing Continuum. Akram Boutouchent, Karim Boutiba, Adlen Ksentini |
| 2024 | CRDT Web Caching: Enabling Distributed Writes and Fast Cache Consistency for REST APIs. Markus Sosnowski, Richard von Seck, Florian Wiedner, Georg Carle |
| 2024 | Causal AI for XRPL/GossipSub network configuration. Flaviene Scheidt de Cristo, Jean-Philippe Eisenbarth, Jorge Augusto Meira, Radu State |
| 2024 | Centralized vs. Decentralized: A Hybrid Performance Model of the TSN Resource Allocation Protocol. David Raunecker, Stefan Geissler, Alexej Grigorjew, Philip Diederich, Wolfgang Kellerer, Tobias Hossfeld |
| 2024 | Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld |
| 2024 | Challenges of Event-based Streaming and Queuing as Data Exchange for Network Digital Twins. Sebastian Rieger, Leon-Niklas Lux, Sven Schickentanz, David Hermann, Thomas Mott, Moritz Freund |
| 2024 | ChronosGuards: A Hierarchical Machine Learning Intrusion Detection System for Modern Clouds. Miel Verkerken, José Santos, Laurens D'hooge, Tim Wauters, Bruno Volckaert, Filip De Turck |
| 2024 | Coordinated Sampling in SDNs with Dynamic Flow Rates. Soroosh Esmaeilian, Mahdi Dolati, Sogand SadrHaghighi, Majid Ghaderi |
| 2024 | Cyber Situational Awareness in Vehicle Security Operations: Holistic Monitoring and a Data Model. Daniel Grimm, Moritz Zink, Marc Schindewolf, Eric Sax |
| 2024 | DL Prashanth P. S, Ranjitha K., Ankit Sharma, Arjun Temura, Rinku Shah, Praveen Tammana |
| 2024 | DTN-Core: Towards a Framework for Designing and Operating Digital Twin Networks. Majd Latah, Mathias Fischer |
| 2024 | Data Pipeline System Designs for In-network Learning. Patient Ntumba, Nour-El-Houda Yellas, Salah Bin Ruba, Fehmi Ben Abdesslem, Stefano Secci |
| 2024 | Demonstration of Automation of Network Configuration Generation using Generative AI. Supratim Chakraborty, Nithin Chitta, Rajesh Sundaresan |
| 2024 | Early Detection of Network Service Degradation: An Intra-Flow Approach. Balint Bicski, Adrián Pekár |
| 2024 | EdgeRL: Reinforcement Learning-driven Deep Learning Model Inference Optimization at Edge. Motahare Mounesan, Xiaojie Zhang, Saptarshi Debroy |
| 2024 | EdgeVerse: Multi-User Virtual Reality via Edge Computing and eBPF. Okwudilichukwu Okafor, Flavio Esposito, Tommaso Pecorella |
| 2024 | Efficient Distributed Learning Over Lossy Wireless Networks. Emilio Paolini, Andrea Pinto, Luca Valcarenghi, Nicola Andriolli, Luca Maggiani, Flavio Esposito |
| 2024 | Enabling Quality-on-Demand and Service Differentiation on a Novel Network-as-a-Service Platform Using Slicing Technology for Control and Management of Optical Networks. Hesam Rahimi, Lluis Gifre, Ricard Vilalta, Raul Muñoz, Henry Yu, Yanpeng Wang, Ruilin Cai, Christopher Janz |
| 2024 | Enhancing Adversarial Robustness of Anomaly Detection-Based IDS in OT Environments. Andreas Flatscher, Branka Stojanovic, Ozan Özdenizci |
| 2024 | Enhancing Bandwidth Utilization for Video Streaming with Packet Trimming in 6G. Stuart Clayman, Müge Sayit, David Griffin, Miguel Rio |
| 2024 | Evaluating the Robustness of ADVENT on the VeReMi-Extension Dataset. Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood |
| 2024 | Experience Report: Using JA4+ Fingerprints for Malware Detection in Encrypted Traffic. Petr Matousek, Ondrej Rysavý, Ivana Burgetová |
| 2024 | Exploiting the Efficient Data Modeling in Network Digital Twin to Empower Edge-Cloud Continuum. Syed Mohsan Raza, Roberto Minerva, Noël Crespi, Maira Alvi, Manoj Herath, Hrishikesh Dutta |
| 2024 | Feature Name Decoration Enhanced Router Performance Prediction by a Large Language Model. Kyota Hattori, Tomohiro Korikawa, Chikako Takasaki |
| 2024 | Finding Key Nodes in Complex Networks via Deep Reinforcement Learning and Multi Attention Node Connectivity. Kaili Wang, Muqing Wu, Min Zhao |
| 2024 | Functional Linear Regression for the prediction of streaming video QoE. Jean Steve Tamo Tchomgui, Vincent Barriac, Guillaume Fraysse, Julien Jacques, Stéphane Chrétien |
| 2024 | Future Directions on Enhanced Positioning Services with Predictions for Smart Factories. Elham Dehghan Biyar, Ahmet Cihat Baktir, Deniz Çokuslu, Yunus Donmez |
| 2024 | Generating Commit Messages for Configuration Files in 5G Network Deployment Using LLMs. Beining Yang, Alassane Samba, Guillaume Fraysse, Sihem Cherrared |
| 2024 | Generative AI for Low-Level NETCONF Configuration in Network Management Based on YANG Models. Gergely Hollósi, Dániel Ficzere, Pál Varga |
| 2024 | Glossy Mirrors: On the Role of Open Resolvers in Reflection and Amplification DDoS Attacks. Ramin Yazdani, Max Resing, Anna Sperotto |
| 2024 | Green Network Traffic Engineering Using Segment Routing: an Experiment Report. Jacob Van Groningen, Chung-Horng Lung |
| 2024 | Hierarchical Modeling of Cyber Assets in Kill Chain Attack Graphs. Lukás Sadlek, Martin Husák, Pavel Celeda |
| 2024 | High Complexity and Bad Quality? Efficiency Assessment for Video QoE Prediction Approaches. Frank Loh, Gülnaziye Bingöl, Reza Farahani, Andrea Pimpinella, Radu Prodan, Luigi Atzori, Tobias Hoßfeld |
| 2024 | ID-INT: Secure Inter-Domain In-Band Telemetry. Lars-Christian Schulz, David Hausheer |
| 2024 | Impact of DANE on Webpage Load Time. Kota Yagi, Katsuki Isobe, Daishi Kondo, Hideki Tode |
| 2024 | Impact of Time-Varying Traffic Type on the Performance of Multilayer Networks. Aleksandra Knapinska, Piotr Lechowicz, Krzysztof Walkowiak |
| 2024 | Improving Fault Device Identification Method using Alarm Clustering Approach. Yoichi Matsuo, Yuichi Suto, Yusuke Makino, Kazumich Sato |
| 2024 | Improving Real-Time Anomaly Detection using Multiple Instances of Micro-Cluster Detection. Rafael Copstein, Nur Zincir-Heywood, Malcolm I. Heywood |
| 2024 | In-network real-time flow classification using hierarchical decision trees. Teodor Karkashina, Awais Aziz Shah, Dimitrios P. Pezaros |
| 2024 | Indoor Radio Dot Placement Optimization using UE Positioning and K-Means Clustering. John Bousfield, Chung-Horng Lung, Betty Liu, Aroosh Elahi |
| 2024 | Integrating Deterministic Networking with 5G. Yash Deshpande, Philip Diederich, Muhamad Luthfi, Laura Becker, José Fontalvo-Hernández, Wolfgang Kellerer |
| 2024 | IoT Device and State Identification based on Usage Patterns. Jeffrey A. Adjei, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh |
| 2024 | Is a Name Enough? A First Look into Detecting Clouds Using DNS Pointer Records. Sousan Tarahomi, Raffaele Sommese, Pieter-Tjerk de Boer, Jeroen Linssen, Ralph Holz, Anna Sperotto |
| 2024 | Lateral Movement Identification in Cross-Cloud Deployment. Kokthay Poeng, Laurent Schumacher |
| 2024 | Link2Link: A Robust Probabilistic Routing Algorithm via Edge-centric Graph Reinforcement Learning. Jingli Zhou, Yuqian Song, Xinyuan Li, Wenli Zhou, Jun Liu |
| 2024 | Lowcaf: A Low-Code Protocol Analysis Framework. Alexander Frank, Michael Steinke, Wolfgang Hommel |
| 2024 | MFWDD: Model-based Feature Weight Drift Detection Showcased on TLS and QUIC Traffic. Lukás Jancicka, Dominik Soukup, Josef Koumar, Filip Nemec, Tomás Cejka |
| 2024 | Machine Learning in Intrusion Detection: An Operational Perspective. Martin Husák, Darshan Manoj, Priyanka Kumar |
| 2024 | Minimizing Power Consumption under SINR Constraints for Cell-Free Massive MIMO in O-RAN. Vaishnavi Kasuluru, Luis Blanco, Miguel Ángel Vázquez, Cristian J. Vaca-Rubio, Engin Zeydan |
| 2024 | Mitigating Measurement Failures in Throughput Performance Forecasting. Maria C. M. M. Ferreira, Silvio E. S. B. Ribeiro, Francisco Valderlan Nobre, Maria Melo Linhares, Thelmo P. de Araújo, Rafael L. Gomes |
| 2024 | Mobility Management for Computation-Intensive Tasks in Cellular Networks with SD-RAN. Anna Prado, Zifan Ding, Fidan Mehmeti, Wolfgang Kellerer |
| 2024 | Multi-Objective Scheduling and Resource Allocation of Kubernetes Replicas Across the Compute Continuum. Nicola Di Cicco, Filippo Poltronieri, José Santos, Mattia Zaccarini, Mauro Tortonesi, Cesare Stefanelli, Filip De Turck |
| 2024 | Multi-Tenant Programmable Switch Virtualization Leveraging Explicit Resource Sharing. Ivan Peter Lamb, Pedro Arthur Pinheiro Rosa Duarte, Marcelo Caggiani Luizelli, Luciano Paschoal Gaspary, José Rodrigo Azambuja, Weverton Luis sa Costa Cordeiro |
| 2024 | NAPlr: Multi-Gigabit Internet Access Profiling in Web Browser. Péter Orosz, Tamás Marosits, Tamas Skopko |
| 2024 | NetGlyph: Representation Learning to generate Network Traffic with Transformers. Gabin Noblet, Cédric Lefebvre, Philippe Owezarski, William Ritchie |
| 2024 | Network Digital Twin for IGP Weight Optimization Demo. Mohamed Zalat, Maede Davoudzade, Chris Barber, David Krauss, Babak Esfandiari, Thomas Kunz |
| 2024 | OSR: Advancing Multi-Hop Routing for LoRaWAN Mesh Networks in Maritime Scenarios. Salah Eddine Elgharbi, Mauricio Iturralde, Yohan Dupuis, Alain Gaugue |
| 2024 | On-the-fly Table Insertions on Programmable Software Data Planes. Manuel Simon, Sebastian Gallenmüller, Georg Carle |
| 2024 | Optimizing Data Center Network Performance: A Comprehensive Analysis of Speed Testing, Caching, and Network Coding in Software Defined Networking. Souryendu Das, Jacob Adamson, Aaron Lee, Vedant Vaideswar, Stavros Kalafatis |
| 2024 | Optimizing and Managing Wireless Backhaul for Resilient Next-Generation Cellular Networks. Gabriele Gemmi, Michele Polese, Tommaso Melodia, Leonardo Maccari |
| 2024 | P4-MTAGG - a Framework for Multi-Tenant P4 Network Devices. Fabian Brisch, Andreas Kassler, Sándor Laki, Péter Hudoba |
| 2024 | Parameterizing 5G New Radio: A Comparative Measurement Study on Throughput and Delay. Simon Raffeck, Sebastian G. Grøsvik, Stanislav Lange, Tobias Hossfeld, Thomas Zinner, Stefan Geissler |
| 2024 | Per-CCA Queueing. Yara Mulla, Isaac Keslassy |
| 2024 | QoE Models for Virtual Reality Cloud-based First Person Shooter Game over Mobile Networks. Henrique Souza Rossi, Karan Mitra, Christer Åhlund, Irina Cotanis |
| 2024 | QoE for Interactive Services in 5G Networks: Data-driven Analysis and ML-based Prediction. Stefania Zinno, Giuseppe Caso, Nicola Pasquino, Alessio Botta, Anna Brunström, Giorgio Ventre |
| 2024 | Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring. Chanbin Bae, Kyeongtak Lee, Heewon Kim, Seongyeon Yoon, Junkyu Hong, Sangheon Pack, Dongjin Lee |
| 2024 | Real Time Reconstruction of Radio Environment Maps in Indoor Millimeter-Wave Beamforming with Beam Changes. Takumi Bushi, Toshiro Nakahira, Shoko Shinohara, Yusuke Asai, Kenji Ohira, Hideyuki Shimonishi |
| 2024 | Real-Time Demonstration of Low-Latency Video Delivery via Hybrid Unicast-Broadcast Networks. Casper Haems, Jeroen van der Hooft, Hannes Mareen, Peter Steenkiste, Glenn Van Wallendael, Tim Wauters, Filip De Turck |
| 2024 | Reinforcement Learning-Driven Service Placement in 6G Networks across the Compute Continuum. Andrés F. Ocampo, José Santos |
| 2024 | ResCue: Inferring Fine-Grained Traffic Matrices via Distributed Deep Residual Networks. Lorenzo Pappone, Cristian Zilli, Alessio Sacco, Flavio Esposito |
| 2024 | Resource-Efficient Implementation of Multiple Concurrent Tree-Based Models in P4 Switches using Feature Sharing. Oleg Karandin, Aleix Lahoz Torres, Nicola Di Cicco, Francesco Musumeci, Massimo Tornatore |
| 2024 | Safe RL for Core Network autoscaling. Xinqi Long, Guillaume Fraysse |
| 2024 | Securing Industrial Systems: A Testbed for Cyber-Defense Evaluation and Data Collection. Raffaele Cuorvo, Nicola d'Ambrosio, Domenico Iorio, Gaetano Perrone, Simon Pietro Romano |
| 2024 | Signalling Load-aware Conditional Handover in 5G Non-Terrestrial Networks. Bohan Zhang, Mohammad A. Salahuddin, Peng Hu, Yunli Wang, Noura Limam, Bo Sun, Diogo Barradas, Raouf Boutaba |
| 2024 | Smart City Digital Twins: A Modular and Adaptive Architecture for Real-Time Data-Driven Urban Management. Manoj Herath, Maira Alvi, Roberto Minerva, Hrishikesh Dutta, Noël Crespi, Syed Mohsan Raza |
| 2024 | Spotting the Hook: Leveraging Domain Data for Advanced Phishing Detection. Radek Hranický, Adam Horák, Jan Polisenský, Ondrej Ondryás, Kamil Jerábek, Ondrej Rysavý |
| 2024 | Synchronization Control-Plane Protocol for Quantum Link Layer. Brandon Ru, Winston K. G. Seah, Alvin C. Valera |
| 2024 | T-MAW: Online Network Traffic Monitoring and Analysis using Weighted Stochastic Block Models. Maximilian Stephan, Johannes Zerwas, Wolfgang Kellerer |
| 2024 | Task Completion Time Prediction Scaled by Machine Learning Model Uncertainty. Shumpei Kawaguchi, Yuichi Ohsita, Masahisa Kawashima, Hideyuki Shimonishi |
| 2024 | The Evolution of the CRUSOE Toolset: Enhancing Decision Support in Network Security Management. Martin Husák, Lukás Sadlek, Martin Hesko, Vít Sebela, Stanislav Spacek |
| 2024 | The intrinsic convenience of federated learning in malware IoT detection. Chiara Camerota, Tommaso Pecorella, Andrew D. Bagdanov |
| 2024 | ThreatFinderAI: Automated Threat Modeling Applied to LLM System Integration. Jan von der Assen, Alberto Huertas Celdrán, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller |
| 2024 | Throughput-Constrained Antenna Sleep Management for Saving Power. Rie Tagyo, Hideaki Kinsho, Akihiro Shiozu, Kazuhisa Yamagishi |
| 2024 | URL Evaluator: Semi-automatic evaluation of suspicious URLs from honeypots. Michaela Novotná, Václav Bartos |
| 2024 | Uncovering Common AI Challenges Across Industrial Domains in the Transition to Industry 5.0. Ruba Almahasneh, Gergely Hollósi, Dániel Ficzere, Máté Bancsics, Csaba Lukovszki, Pál Varga |
| 2024 | Uncovering Secrets of Microbursts in Datacenter Network Traffic. Mohammad Hosseini, Sina Darabi, Mohammad Nakhjiri, Patrick Eugster |
| 2024 | Using Knowledge Graphs to Automate Network Compliance of Containerized Services. Aleksandra Simic, David Palma |
| 2024 | WIF: Efficient Library for Network Traffic Analysis. Richard Plný, Karel Hynek, Pavel Siska |