Table of Contents

• Keynote Speech 1 Unlocking the Wireless Metaverse with 6G and Artificial Intelligence (AI)Walid Saad. 1-2 [doi]
• Large Language Models for TelecomMérouane Debbah. 3-4 [doi]
• Keynote Speech 3 NETWORKING 2030: Metaverse, Extended Reality, Hologram Type and Mulsemedia Communication Challenges for 6G/Beyond Wireless SystemsIan F. Akyildiz. 5 [doi]
• Keynote Speech 4 Metaverse, Metastability and BeyondTania Lorido-Botran. 6 [doi]
• Federated Ensemble YOLOv5 - A Better Generalized Object Detection AlgorithmVinit Hegiste, Tatjana Legler, Martin Ruskowski. 7-14 [doi]
• Task Classification for Optimal Offloading and Resource Allocation in Vehicular Edge ComputingMemona Mubashir, Rizwan Ahmad, Ahsan Saadat, Saqib Rasool Chaudhry, Adnan K. Kiani, Muhammad Mahtab Alam. 15-21 [doi]
• Federated Bayesian Network EnsemblesFlorian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo. 22-33 [doi]
• Blockchain-Enabled Renewable Energy Traceability with a Crypto-based Arbitrage Pricing ModelVictor R. Kebande, Jianguo Ding. 34-41 [doi]
• An Overview of using of Artificial Intelligence in Enhancing Security and Privacy in Mobile Social NetworksHussam N. Fakhouri, Sadi Alawadi, Feras M. Awaysheh, Faten Hamad, Sawsan Al-Zubi, Mohammad Aladwan. 42-51 [doi]
• Grey Wolf Optimizer-based Task Scheduling for IoT-based Applications in the Edge ComputingAram Satouf, Ali Hamidoglu, Omer Melih Gul, Alar Kuusik. 52-57 [doi]
• Predictive Machine Learning Analysis for Reliable D2D Discovery in 6G Critical CommunicationsAli Masood, Muhammad Mahtab Alam, Yannick Le Moullec. 58-63 [doi]
• Trusted Federated Learning Framework for Attack Detection in Edge Industrial Internet of ThingsMahendra Pratap Singh, Ashutosh Anand, Lakshmi Aashish Prateek Janaswamy, Sudarshan Sundarrajan, Maanak Gupta. 64-71 [doi]
• Evaluating Distributed Computation Offloading Scalability for Multiple RobotsFatima Ayoub, Rudi C. Villing. 72-79 [doi]
• Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case StudyKateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei. 80-86 [doi]
• Trace-Based Performance Analysis for Deep Learning in Edge Container EnvironmentsSoyeon Park, Hyokyung Bahn. 87-92 [doi]
• Towards Energy-Aware Federated Traffic Prediction for Cellular NetworksVasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis. 93-100 [doi]
• RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIsMuhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi. 101-106 [doi]
• *Anum Nawaz, Muhammad Irfan 0008, Tomi Westerlund. 107-114 [doi]
• Robust-DSN - Performance and Fault Tolerance of a Distributed Storage NetworkZeeshan Hameed, Hamid R. Barzegar, Nabil El Ioini, Claus Pahl. 115-122 [doi]
• Modelling And Simulation For Detecting Vulnerabilities And Security Threats Of Smart Contracts Using Machine LearningAla Mughaid, Ibrahim Obeidat, Andaleeb Shdaifat, Razan Alhayjna, Shadi AlZu'bi. 123-127 [doi]
• Enabling On-Demand Crowdsourced Federated Learning Over IoTMehreen Tahir, Muhammad Intizar Ali. 128-134 [doi]
• Federated Learning for Early Dropout Prediction on Healthy Ageing ApplicationsChristos Chrysanthos Nikolaidis, Vasileios Perifanis, Nikolaos Pavlidis, Pavlos S. Efraimidis. 135-142 [doi]
• Analyzing Application Response Time Lag: in Mobile Edge and Fog Computing EnvironmentsMohamed Fazil Hussain, Malek Athamnah, Salwa Sayeedul Hasan, Hasan Rauf. 143-150 [doi]
• Federated Object Detection for Quality Inspection in Shared ProductionVinit Hegiste, Tatjana Legler, Kirill Fridman, Martin Ruskowski. 151-158 [doi]
• IESF: Interval Event Streaming Format for the Data Lake of ProductionMichael Zeng 0002, Maximilian Rudack, Mario Moser, Sebastian Ulrich, Aymen Gannouni, Anas Abdelrazeq, Andreas Bührig-Polaczek, Robert H. Schmitt. 159-166 [doi]
• Botnet Detection Using Label Propagation and Batch K-means Clustering for Securing IoT NetworksMuder Almiani, Alia Abu Ghazleh, Ala Mughaid, Yaser Jararweh. 167-174 [doi]
• Enhanced Decision Mechanism for RAN Subslicing in Management Closed Control LoopMarika Kulmar, Ivo Müürsepp, Muhammad Mahtab Alam. 175-181 [doi]
• Histogram-Based Federated XGBoost using Minimal Variance Sampling for Federated Tabular DataWilliam Lindskog, Christian Prehofer, Sarandeep Singh. 182-189 [doi]
• Automatic NLOS Classification from Virtual 3D City ModelsIvo Müürsepp, Muhammad Mahtab Alam. 190-195 [doi]
• Distributed Edge Machine Learning Pipeline Scheduling with Reverse AuctionsConnor Imes, David W. King, John Paul Walters. 196-203 [doi]
• Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic ClassificationMahmoud Nazzal, Nura Aljaafari, Ahmad H. Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Abdallah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P. Vizcarra, Shadan Alhamed. 204-209 [doi]
• Efficient On-device Transfer Learning using Activation Memory ReductionAmin Yoosefi, Hamid Mousavi, Masoud Daneshtalab, Mehdi Kargahi. 210-215 [doi]
• Label-Aware Aggregation for Improved Federated LearningAhmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernández Anta, Tobias Meuser, Ralf Steinmetz. 216-223 [doi]
• Federated Learning Showdown: The Comparative Analysis of Federated Learning FrameworksSai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun, Jan F. Nygård. 224-231 [doi]
• Communication Topologies for Decentralized Federated LearningMichael Dötzer, Yixin Mao, Klaus Diepold. 232-238 [doi]
• A Federated Learning Benchmark on Tabular Data: Comparing Tree-Based Models and Neural NetworksWilliam Lindskog, Christian Prehofer. 239-246 [doi]
• Federated Boolean Neural Networks LearningLouis Leconte, Van Minh Nguyen, Eric Moulines. 247-253 [doi]
• NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage CapabilitiesYiannis Verginadis, Christos-Alexandros Sarros, Mario Reyes de los Mozos, Simeon Veloudis, Radoslaw Piliszek, Nicolas Kourtellis, Geir Horn. 254-261 [doi]
• An Investigation of Recent Backdoor Attacks and Defenses in Federated LearningQiuxian Chen, Yizheng Tao. 262-269 [doi]
• ART4FL: An Agent-Based Architectural Approach for Trustworthy Federated Learning in the IoTFahed Alkhabbas, Sadi Alawadi, Majed Ayyad, Romina Spalazzese, Paul Davidsson. 270-275 [doi]
• Zero- Touch Privacy Preserving Provisioning in an Edge-, Fog-, and Cloud EnvironmentRaphael Schermann, Simone Bussa, Rainer Urian, Christian Steger. 276-283 [doi]
• An Embedded Low-Cost Solution for a Fog Computing Device on the Internet of ThingsPietro d'Agostino, Massimo Violante, Gianpaolo Macario. 284-291 [doi]
• Securing the Digital Fortress: Unveiling the Modern Battleground for Sustainable OSs and the Digital ThreatscapeShadi AlZu'bi, Samar Hendawi, Islam AlTalahin, Muder Almiani, Ala Mughaid. 292-297 [doi]