FMEC

Publications

2023

Mahendra Pratap Singh, Ashutosh Anand, Lakshmi Aashish Prateek Janaswamy, Sudarshan Sundarrajan, Maanak Gupta
Trusted Federated Learning Framework for Attack Detection in Edge Industrial Internet of Things. FMEC (2023)
Walid Saad
Keynote Speech 1 Unlocking the Wireless Metaverse with 6G and Artificial Intelligence (AI). FMEC (2023)
Fahed Alkhabbas, Sadi Alawadi, Majed Ayyad, Romina Spalazzese, Paul Davidsson
ART4FL: An Agent-Based Architectural Approach for Trustworthy Federated Learning in the IoT. FMEC (2023)
Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC (2023)
Michael Zeng, Maximilian Rudack, Mario Moser, Sebastian Ulrich, Aymen Gannouni, Anas Abdelrazeq, Andreas Bührig-Polaczek, Robert H. Schmitt
IESF: Interval Event Streaming Format for the Data Lake of Production. FMEC (2023)
Zeeshan Hameed, Hamid R. Barzegar, Nabil El Ioini, Claus Pahl
Robust-DSN - Performance and Fault Tolerance of a Distributed Storage Network. FMEC (2023)
Connor Imes, David W. King, John Paul Walters
Distributed Edge Machine Learning Pipeline Scheduling with Reverse Auctions. FMEC (2023)
Mahmoud Nazzal, Nura Aljaafari, Ahmad H. Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Abdallah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado P. Vizcarra, Shadan Alhamed
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification. FMEC (2023)
Florian Van Daalen, Lianne Ippel, Andre Dekker, Iñigo Bermejo
Federated Bayesian Network Ensembles. FMEC (2023)
Eighth International Conference on Fog and Mobile Edge Computing, FMEC 2023, Tartu, Estonia, September 18-20, 2023 FMEC (2023)
Victor R. Kebande, Jianguo Ding
Blockchain-Enabled Renewable Energy Traceability with a Crypto-based Arbitrage Pricing Model. FMEC (2023)
Pietro d'Agostino, Massimo Violante, Gianpaolo Macario
An Embedded Low-Cost Solution for a Fog Computing Device on the Internet of Things. FMEC (2023)
Christos Chrysanthos Nikolaidis, Vasileios Perifanis, Nikolaos Pavlidis, Pavlos S. Efraimidis
Federated Learning for Early Dropout Prediction on Healthy Ageing Applications. FMEC (2023)
Mérouane Debbah
Large Language Models for Telecom. FMEC (2023)
Ali Masood, Muhammad Mahtab Alam, Yannick Le Moullec
Predictive Machine Learning Analysis for Reliable D2D Discovery in 6G Critical Communications. FMEC (2023)
Mohamed Fazil Hussain, Malek Athamnah, Salwa Sayeedul Hasan, Hasan Rauf
Analyzing Application Response Time Lag: in Mobile Edge and Fog Computing Environments. FMEC (2023)
Vinit Hegiste, Tatjana Legler, Kirill Fridman, Martin Ruskowski
Federated Object Detection for Quality Inspection in Shared Production. FMEC (2023)
Louis Leconte, Van Minh Nguyen, Eric Moulines
Federated Boolean Neural Networks Learning. FMEC (2023)
Hussam N. Fakhouri, Sadi Alawadi, Feras M. Awaysheh, Faten Hamad, Sawsan Al-Zubi, Mohammad Aladwan
An Overview of using of Artificial Intelligence in Enhancing Security and Privacy in Mobile Social Networks. FMEC (2023)
Soyeon Park, Hyokyung Bahn
Trace-Based Performance Analysis for Deep Learning in Edge Container Environments. FMEC (2023)
Ivo Müürsepp, Muhammad Mahtab Alam
Automatic NLOS Classification from Virtual 3D City Models. FMEC (2023)
Shadi AlZu'bi, Samar Hendawi, Islam AlTalahin, Muder Almiani, Ala Mughaid
Securing the Digital Fortress: Unveiling the Modern Battleground for Sustainable OSs and the Digital Threatscape. FMEC (2023)
William Lindskog, Christian Prehofer
A Federated Learning Benchmark on Tabular Data: Comparing Tree-Based Models and Neural Networks. FMEC (2023)
Ian F. Akyildiz
Keynote Speech 3 NETWORKING 2030: Metaverse, Extended Reality, Hologram Type and Mulsemedia Communication Challenges for 6G/Beyond Wireless Systems. FMEC (2023)
Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs. FMEC (2023)
Ahmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernández Anta, Tobias Meuser, Ralf Steinmetz
Label-Aware Aggregation for Improved Federated Learning. FMEC (2023)
Amin Yoosefi, Hamid Mousavi, Masoud Daneshtalab, Mehdi Kargahi
Efficient On-device Transfer Learning using Activation Memory Reduction. FMEC (2023)
Anum Nawaz, Muhammad Irfan, Tomi Westerlund
. FMEC (2023)
Tania Lorido-Botran
Keynote Speech 4 Metaverse, Metastability and Beyond. FMEC (2023)
Aram Satouf, Ali Hamidoglu, Omer Melih Gul, Alar Kuusik
Grey Wolf Optimizer-based Task Scheduling for IoT-based Applications in the Edge Computing. FMEC (2023)
Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi, Sima Sinaei
Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study. FMEC (2023)
Muder Almiani, Alia Abu Ghazleh, Ala Mughaid, Yaser Jararweh
Botnet Detection Using Label Propagation and Batch K-means Clustering for Securing IoT Networks. FMEC (2023)
Michael Dötzer, Yixin Mao, Klaus Diepold
Communication Topologies for Decentralized Federated Learning. FMEC (2023)
Mehreen Tahir, Muhammad Intizar Ali
Enabling On-Demand Crowdsourced Federated Learning Over IoT. FMEC (2023)
Ala Mughaid, Ibrahim Obeidat, Andaleeb Shdaifat, Razan Alhayjna, Shadi AlZu'bi
Modelling And Simulation For Detecting Vulnerabilities And Security Threats Of Smart Contracts Using Machine Learning. FMEC (2023)
Qiuxian Chen, Yizheng Tao
An Investigation of Recent Backdoor Attacks and Defenses in Federated Learning. FMEC (2023)
Vinit Hegiste, Tatjana Legler, Martin Ruskowski
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm. FMEC (2023)
William Lindskog, Christian Prehofer, Sarandeep Singh
Histogram-Based Federated XGBoost using Minimal Variance Sampling for Federated Tabular Data. FMEC (2023)
Sai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun, Jan F. Nygård
Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks. FMEC (2023)
Yiannis Verginadis, Christos-Alexandros Sarros, Mario Reyes de los Mozos, Simeon Veloudis, Radoslaw Piliszek, Nicolas Kourtellis, Geir Horn
NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities. FMEC (2023)
Fatima Ayoub, Rudi C. Villing
Evaluating Distributed Computation Offloading Scalability for Multiple Robots. FMEC (2023)
Memona Mubashir, Rizwan Ahmad, Ahsan Saadat, Saqib Rasool Chaudhry, Adnan K. Kiani, Muhammad Mahtab Alam
Task Classification for Optimal Offloading and Resource Allocation in Vehicular Edge Computing. FMEC (2023)
Raphael Schermann, Simone Bussa, Rainer Urian, Christian Steger
Zero- Touch Privacy Preserving Provisioning in an Edge-, Fog-, and Cloud Environment. FMEC (2023)
Marika Kulmar, Ivo Müürsepp, Muhammad Mahtab Alam
Enhanced Decision Mechanism for RAN Subslicing in Management Closed Control Loop. FMEC (2023)

2022