NetSoft

Publications

2024

Alireza Shirmarz, Fábio Luciano Verdi, Suneet Kumar Singh, Christian Esteve Rothenberg
From Pixels to Packets: Traffic Classification of Augmented Reality and Cloud Gaming. NetSoft (2024)
Yiwen Shen, Yoseop Ahn, Mose Gu, Jaehoon Paul Jeong
Intent-Based Management for Software-Defined Vehicles in Intelligent Transportation Systems. NetSoft (2024)
Abdelkader Mekrache, Adlen Ksentini
LLM-enabled Intent-driven Service Configuration for Next Generation Networks. NetSoft (2024)
Andrea Pinto, Tanzil Bin Hassan, Francesco Restuccia, Flavio Esposito
Poster: Transport-Aware Resource Block Allocation in 5G Slicing. NetSoft (2024)
Vahid Daneshmand, Kensworth C. Subratie, Renato J. O. Figueiredo
PolyNet: Cost- and Performance-Aware Multi-Criteria Link Selection in Software-Defined Edge-to-Cloud Overlay Networks. NetSoft (2024)
Shurok Khozam, Gregory Blanc, Sébastien Tixeuil, Eric Totel
DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach. NetSoft (2024)
Priyansha Tiwari, Shwetha Vittal, A. Antony Franklin
Sharding the Datastore Network Functions of 5G Core for Scalable and Resilient Slice Service. NetSoft (2024)
Dante Van Poucke, Wouter Tavernier, Didier Colle
Network-Centered Resource Management for HPC Networks. NetSoft (2024)
Qiong Liu, Tianzhu Zhang, Walter Cerroni, Leonardo Linguaglossa
Proactive VNF Redeployment and Traffic Routing for modern telco networks. NetSoft (2024)
Simone Magnani, Seshu Tirupathi, Roberto Doriguzzi Corin, Liubov Nedoshivina, Stefano Braghin, Domenico Siracusa
Online Learning and Model Pruning Against Concept Drifts in Edge Devices. NetSoft (2024)
Jean-Pierre H. Asdikian, Mengyao Li, Guido Maier
Performance evaluation of YOLOv8 and YOLOv9 on custom dataset with color space augmentation for Real-time Wildlife detection at the Edge. NetSoft (2024)
Francesco Pizzato, Daniele Bringhenti, Riccardo Sisto, Fulvio Valenza
An intent-based solution for network isolation in Kubernetes. NetSoft (2024)
Davide Miola, Fulvio Risso, Federico Parola
Measuring the Cost of the Linux Network Stack in Real-Time. NetSoft (2024)
Andrea Caruso, Christian Grasso, Raoul Raftopoulos, Giovanni Schembra
An Adaptive Closed-Loop Encoding VNF for Virtual Reality Applications. NetSoft (2024)
Lorenzo Rinieri, Antonio Iacobelli, Amir Al Sadi, Andrea Melis, Franco Callegati, Marco Prandini
In-Network Encryption for Secure Industrial Control Systems Communications. NetSoft (2024)
Kaushik Dey, Satheesh K. Perepu, Abir Das, Pallab Dasgupta
Towards Adaptive Networks - Generalized utility functions in Multi-Agent Frameworks. NetSoft (2024)
Do Duc Anh Nguyen, Pierre Alain, Fabien Autrel, Ahmed Bouabdallah, Jérôme François
Intent-Based Attack Mitigation through Opportunistic Synchronization of Micro-Services. NetSoft (2024)
Marcelo Caggiani Luizelli, Francisco Germano Vogt, Paulo Silas Severo de Souza, Arthur Francisco Lorenzon, Roberto Irajá Tavares da Costa Filho, Fábio D. Rossi, Rodrigo N. Calheiros, Christian Esteve Rothenberg
DigiNet: Scaling up Provisioning of Network Digital Twin. NetSoft (2024)
Karumuri Meher Hasanth, Shoaib Basu, Deepak Nadig
Data Processing Unit (DPU) Based Network Process Offloading for Efficient Service Meshes. NetSoft (2024)
Léa Astrid Kenmogne, Stéphane Mocanu
Explainable AI for Process-Aware Attack Detection in Industrial Control Systems. NetSoft (2024)
Massinissa Ait Aba, Maya Kassis, Maxime Elkael, Andrea Araldo, Ali Al Khansa, Hind Castel-Taleb, Badii Jouaber
Efficient Network Slicing Orchestrator for 5G Networks using a Genetic Algorithm-based Scheduler with Kubernetes: Experimental Insights. NetSoft (2024)
Daniele Cacciabue, Jacopo Marino, Francesco Aglieco, Marco Levorato, Domenico Perroni, Fulvio Risso
Benchmarking Different Strategies for Offloading ROS2 Computation to the Edge. NetSoft (2024)
Stefano D'Urso, Mattia Fontana, Barbara Martini, Filippo Sciarrone
Enhancing Intent Acquisition and Translation with Large Language Models and Intelligent Chatbots: A DHCP Use Case. NetSoft (2024)
Abdirazak Ali Asir Rage, Ning Wang, Rahim Tafazolli
NFScaler: AI-Powered 5G-and-Beyond Network Function Scaler for QoS Assurance and Energy Efficiency. NetSoft (2024)
Kashif Mehmood, Katina Kralevska, David Palma
Knowledge Graph Embedding in Intent-Based Networking. NetSoft (2024)
Daniel Adanza, Carlos Natalino, Lluis Gifre, Raul Muñoz, Pol Alemany, Paolo Monti, Ricard Vilalta
IntentLLM: An AI Chatbot to Create, Find, and Explain Slice Intents in TeraFlowSDN. NetSoft (2024)
Conrado Boeira, Antor Hasan, Khaleda Papry, Yue Ju, Zhongwen Zhu, Israat Haque
Calibration and Automation of a 5G Simulator for Realistic Evaluation and Data Generation. NetSoft (2024)
Davide Andreotti, Giacomo Verticale
Detection of Anomalous e2e Encrypted Function Invocation in FaaS using Zero-Knowledge Proofs. NetSoft (2024)
Masayuki Kurata, Akio Ikami, Sohei Itahara, Masaki Suzuki
Signaling Storm Mitigation by Geographically Distributed C-plane NF Placement and Routing. NetSoft (2024)
Venkat Sai Suman Lamba Karanam, Byrav Ramamurthy
Improving Transfer Time Prediction of ML Models via Auto-correcting Dynamical Systems Modeling. NetSoft (2024)
Movsun Kuy, Laurent Schumacher, Sokchenda Sreng
Managing and Orchestrating Cross-Cloud VNFs with Deployable Sidecar VNF Coordinators. NetSoft (2024)
Enzo d'Andréa, Jérôme François, Abdelkader Lahmadi, Olivier Festor
Vulnet: Learning Navigation in an Attack Graph. NetSoft (2024)
Do Duc Anh Nguyen, Pierre Alain, Fabien Autrel, Ahmed Bouabdallah, Jérôme François, Guillaume Doyen
How Fast Does Malware Leveraging EternalBlue Propagate? The case of WannaCry and NotPetya. NetSoft (2024)
10th IEEE International Conference on Network Softwarization, NetSoft 2024, Saint Louis, MO, USA, June 24-28, 2024 NetSoft (2024)
Mattia Fontana, Barbara Martini, Filippo Sciarrone
Exploring Large Language Models in Intent Acquisition and Translation. NetSoft (2024)
Shoaib Basu, Deepak Nadig
Offloading NVMe over Fabrics (NVMe-oF) to SmartNICs on an at-scale Distributed Testbed. NetSoft (2024)
Mihai-Valentin Dumitru, Dragos Dumitrescu, Costin Raiciu
Towards automatic exploitation of programmable networks. NetSoft (2024)
Beny Nugraha, Kavya Kota, Thomas Bauschert
Leveraging Federated Learning and Variational Autoencoders for an Enhanced Anomaly Detection System. NetSoft (2024)
Hiroki Baba, Shiku Hirai, Kentarou Hayashi, Tomonori Takeda
In-network Computing Architecture for Service Acceleration for 6G Networks - Demo. NetSoft (2024)
Felix Klement, Alessandro Brighente, Michele Polese, Mauro Conti, Stefan Katzenbeisser
Securing the Open RAN Infrastructure: Exploring Vulnerabilities in Kubernetes Deployments. NetSoft (2024)
Rashmi Yadav, Indu Yadav, Pranav Jha, Rashmi Kamran, Abhay Karandikar
DY-RUM: Dynamic Resource Allocation for Converged Unicast and Multicast Transmission in 5G. NetSoft (2024)
Ahlam Fuad, Azza H. Ahmed, Michael A. Riegler, Tarik Cicic
An Intent-based Networks Framework based on Large Language Models. NetSoft (2024)
Károly Kecskeméti, Csaba Györgyi, Péter Vörös, Géza Szabó, Sándor Laki
Extensible FRER Security Testbed in a Box. NetSoft (2024)
Uday Kiran Sunkara, Abdulquadri Abiru, Kyle Morman, Aaron Costin
Poster: Hardware Security for IoT Wireless Network. NetSoft (2024)
Hesam Rahimi, Lluis Gifre, Ricard Vilalta, Raul Muñoz, Henry Yu, Yanpeng Wang, Ruilin Cai, Yixiao Chen
Demo: An Open-Source and Standards-Based Network-as-a-Service Platform for Cloud VR Gaming. NetSoft (2024)
Ariel Góes de Castro, Christian Esteve Rothenberg
Innovative Approaches for Network Analysis and Optimization: Leveraging Deep Learning and Programmable Hardware. NetSoft (2024)
Jacopo Talpini, Fabio Sartori, Marco Savi
Hierarchical Multiclass Continual Learning for Network Intrusion Detection. NetSoft (2024)
Mazene Ameur, Bouziane Brik, Adlen Ksentini
Leveraging LLMs to eXplain DRL Decisions for Transparent 6G Network Slicing. NetSoft (2024)
Jing Su, Suku Nair, Leo Popokh
Leveraging Large Language Models for VNF Resource Forecasting. NetSoft (2024)
Jolahn Vaudey, Stéphane Mocanu, Gwenaël Delaval, Éric Rutten
Self-reconfiguration of industrial control systems as a response to cyberattacks. NetSoft (2024)