NOMS

Publications

2024

Lukás Jancicka, Josef Koumar, Dominik Soukup, Tomás Cejka
Analysis of Statistical Distribution Changes of Input Features in Network Traffic Classification Domain. NOMS (2024)
Michael Boch, Christian Hirsch, Yukari Susaki, Stefan Gindl, Markus Tauber
Harvesting Innovation: Analysis of Decentralized MAPE-K Loops in Cyber-Physical Production Systems. NOMS (2024)
José Oliveira, Pedro Almeida, Pedro Rito, Duarte M. G. Raposo, Susana Sargento
Over-The-Air updates for Software Defined Vehicle services with IPFS. NOMS (2024)
Thanh-Nguyen Nguyen, Jangwon Lee, Mafeni Vitumbiko, Younghan Kim
A Design and Development of Operator for Logical Kubernetes Cluster over Distributed Clouds. NOMS (2024)
Ali Tariq, Lianjie Cao, Faraz Ahmed, Eric Rozner, Puneet Sharma
Accelerating Containerized Machine Learning Workloads. NOMS (2024)
Mohit Balany, Craig Partridge
Is It Time to Upgrade From CRC-32? NOMS (2024)
Hyunsung Kim, Yeji Choi, JeongJun Park, Lusungu Josh Mwasinga, Hyunseung Choo
Federated Learning-Driven Edge AI for Enhanced Mobile Traffic Prediction. NOMS (2024)
Jiaqi Liu, Noriaki Kamiyama
Investigating Impact of DDoS Attack and CPA Targeting CDN Caches. NOMS (2024)
Francesco Pizzato, Daniele Bringhenti, Riccardo Sisto, Fulvio Valenza
Automatic and optimized firewall reconfiguration. NOMS (2024)
Belal Abu-Naim, Yasin Ghafourian, Anna Ryabokon, Francesca Flamigni, Ralph Baldrian
A Generic Framework for Resource-Limited Microcontrollers Deployment in I-IoT Systems. NOMS (2024)
Feng Jiang, Yongyang Cheng, Tao Zhang
An Innovative Bridge Layer Access Control Method to Improve SSD Utilization. NOMS (2024)
Francesco Valente, Francesco Giacinto Lavacca, Tiziana Fiori, Vincenzo Eramo
Proposal and Investigation of a Distributed Learning Strategy for training of Neural Networks in Earth Observation Application Scenarios. NOMS (2024)
Aristide Tanyi-Jong Akem, Guillaume Fraysse, Marco Fiore
Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning. NOMS (2024)
João Oliveira, Pedro Teixeira, Pedro Rito, Miguel Luís, Susana Sargento, Bruno Parreira
Microservices in Edge and Cloud Computing for Safety in Intelligent Transportation Systems. NOMS (2024)
Jorg Wieme, Mathias Baert, Jeroen Hoebeke
Digital Twin Network for dynamic management of a Bluetooth Mesh Network. NOMS (2024)
Pascal Hennen, Poornima Mani, Anja Feldmann
Peaking Beyond the Best Route: An Extensive Dataset for Looking Glasses. NOMS (2024)
Csaba Hegedüs, Pál Varga
Co-pilots for Arrowhead-based Cyber-Physical System of Systems Engineering. NOMS (2024)
Ángela Burgaleta, Ignacio Dominguez Martinez-Casanueva, Amit Karamchandani, Diego R. López, Antonio Pastor
Framework for the development of a Network Digital Twin. NOMS (2024)
Bokkeun Kim, Gyeongsik Kim, Jin Kim, Syed M. Raza, Hyunseung Choo
Deep Tailored Dynamic Registration in B5G/6G with Lightweight Recurrent Model. NOMS (2024)
Sayantini Majumdar, Susanna Schwarzmann, Riccardo Trivisonno, Georg Carle
Distributed Intelligence for Automated 6G Network Management Using Reinforcement Learning. NOMS (2024)
Md. Reya Shad Azim, Mustafa Abdallah
A Quantal Response Analysis of Simultaneous Multi-Target Attacker-Defender Security Games. NOMS (2024)
Ondrej Sedlácek, Václav Bartos
Fusing Heterogeneous Data for Network Asset Classification - A Two-layer Approach. NOMS (2024)
Alessandro Pacini, Andrea Sgambelluri, Carlo Centofanti, Andrea Marotta, Emilio Paolini, Alessio Giorgetti, Luca Valcarenghi
Hierarchical Software-Defined Control for coordinated RAN and PON-based Transport Scaling. NOMS (2024)
Kinda Khawam, Hussein Taleb, Samer Lahoud, Hassan Fawaz, Dominique Quadri, Steven Martin
Non-Cooperative Edge Server Selection Game for Federated Learning in IoT. NOMS (2024)
Sukhyun Nam, Jae-Hyoung Yoo, James Won-Ki Hong
Log-TF-IDF for Anomaly Detection in Network Switches. NOMS (2024)
Markus Dahlmanns, Klaus Wehrle
Protocol Security in the Industrial Internet of Things. NOMS (2024)
Takamichi Miyata
Completion of Traffic Matrix by Tensor Nuclear Norm Minus Frobenius Norm Minimization and Time Slicing. NOMS (2024)
José Santos, Mattia Zaccarini, Filippo Poltronieri, Mauro Tortonesi, Cesare Sleianelli, Nicola Di Cicco, Filip De Turck
Efficient Microservice Deployment in Kubernetes Multi-Clusters through Reinforcement Learning. NOMS (2024)
Theodora Adufu, Jiwon Ha, Yoonhee Kim
Application-aware Resource Sharing using Software and Hardware Partitioning on Modern GPUs. NOMS (2024)
Yuki Tamura, Fumio Teraoka, Takao Kondo
OLIViS: An OSINT-Based Lightweight Method for Identifying Video Services in Backbone ISPs. NOMS (2024)
Pedro Martinez-Julia, Ved P. Kafle, Hitoshi Asaeda
iCPN: Scalable Control Plane for the Network Service Automation System. NOMS (2024)
Shu Ichinoseki, Yuki Koizumi, Junji Takemasa, Toru Hasegawa
Analysis on a Performance and Fairness Tradeoff in Entanglement Routing for Quantum Networks. NOMS (2024)
Mengjie Guo, Guochu Shou, Yaqiong Liu, Yihong Hu
Adaptive Configuration with Deep Reinforcement Learning in Software-Defined Time-Sensitive Networking. NOMS (2024)
Lorenzo Corneo, Mario Di Francesco
From WHOIS to RDAP: Are IP Lookup Services Getting any Better? NOMS (2024)
Nicolas Dupuis, Axel Van Damme, Philippe Dierickx, Olivier Delaby
Upsampling Aggregated Network Traffic Data with Denoising Diffusion Probabilistic Models. NOMS (2024)
Heegon Kim, Jae-Hyoung Yoo, James Won-Ki Hong
AI-based Network Function Virtualization Orchestration. NOMS (2024)
Lorenzo Colombi, Alessandro Gilli, Simon Dahdal, Ion Boleac, Mauro Tortonesi, Cesare Stefanelli, Massimiliano Vignoli
A Machine Learning Operations Platform for Streamlined Model Serving in Industry 5.0. NOMS (2024)
Siddhesh Pratim Sovitkar, Shwetha Vittal, A. Antony Franklin
RECAP 5GC: Resilience and CAP aware 5G Core for Consistent and High Availability Service. NOMS (2024)
Jesutofunmi Ajayi, Antonio Di Maio, Torsten Braun
Drift-Aware Policy Selection for Slice Admission Control. NOMS (2024)
Ui-Jun Baek, Min-Seong Lee, Jee-Tae Park, Jeong Woo Choi, Chang-Yui Shin, Ju-Sung Kim, Yoon-Seong Jang, Myung-Sup Kim
Lightweight Multi-Input Shape CNN-based Application Traffic Classification. NOMS (2024)
Katharina O. E. Müller, Daria Schumm, Elliott Wallace, Bruno Rodrigues, Burkhard Stiller
SHIFT: a Security and Home Integration Framework for IoT. NOMS (2024)
Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Intent Assurance using LLMs guided by Intent Drift. NOMS (2024)
Aristide Tanyi-Jong Akem, Marco Fiore
Towards Data-Driven Management of Mobile Networks through User Plane Inference. NOMS (2024)
Guan-Wen Chen, Yi-Hsiu Lin, Tsì-Uí Ik
TrafficEd: Deployment and Management System of Edge AI Cameras. NOMS (2024)
Chanmin Lee, Shinyoung Cho, Hyungbin Park, Jihyun Park, Sukyoung Lee
GAN-Enhanced Vertical Federated Learning System for WHAR with non-IID Data. NOMS (2024)
Chia-Lun Huang, Jyh-Yuan Chen, Yi-Chih Huang
Using A Digital Twin for Verification of Automatic Fulfillment Procedures in Telecom Services. NOMS (2024)
Radek Hranický, Adam Horák, Jan Polisenský, Kamil Jerábek, Ondrej Rysavý
Unmasking the Phishermen: Phishing Domain Detection with Machine Learning and Multi-Source Intelligence. NOMS (2024)
Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Kitae Kim, Choong Seon Hong
Open RAN Embracing Continual Learning: Towards NextG Adaptive Traffic Analysis. NOMS (2024)
Chih-Wei Chang, Pei Jung, Chien-Che Hung, Yuan-Chih Chang
Detect Silent Failures with Network Sentinel. NOMS (2024)
Yuki Kanto, Kohei Watabe
Wireless Link Quality Estimation Using LSTM Model. NOMS (2024)