Keynote 1: Walid Saad
Title: Unlocking the Wireless Metaverse with 6G and Artificial Intelligence (AI)
Chair: Moayad Aloqaily
10:00 -10:30 AM
Coffee Break
10:30 AM-12:30 PM
Technical Session 1
Chair: Yiannis Verginadis and Chinmaya Dehury
NebulOuS: A Meta-Operating System with Cloud Continuum Brokerage Capabilities Yiannis Verginadis, Christos-Alexandros Sarros, Mario Reyes de Los Mozos, Simeon Veloudis, Radosław Piliszek, Nicolas Kourtellis and Geir Horn.
Evaluating Distributed Computation Offloading Scalability for Multiple Robots Fatima Ayoub and Rudi Villing
IESF: Interval Event Streaming Format for the Data Lake of Production Michael Zeng, Maximilian Rudack, Mario Moser, Sebastian Ulrich, Aymen Gannouni, Anas Abdelrazeq, Andreas Bührig-Polaczek and Robert Schmitt
An embedded low-cost solution for a fog computing device on the Internet of Things Pietro d'Agostino, Massimo Violante and Gianpaolo Macario
Analyzing Application Response Time Lag: in Mobile Edge and Fog Computing Environments Mohamed Fazil Hussain, Malek Athammah, Salwa Sayeedul Hasan and Hasan Rauf
Trace-based Performance Analysis for Deep Learning in Edge Container Environments Soyeon Park and Hyokyung Bahn
12:00 -1:30 PM
Lunch Break
1:30-3:30 PM
Technical Session 2
Chair: Raphael Schermann and Hussam Fakhouri
A Federated Learning Benchmark on Tabular Data: Comparing Tree-Based Models and Neural Networks William Lindskog and Christian Prehofer
Zero-Touch privacy preserving provisioning in an Edge-, Fog-, and Cloud environment Raphael Schermann, Simone Bussa, Rainer Urian and Christian Steger
Robust-DSN - Performance and Fault Tolerance of a Distributed Storage Network Zeeshan Hameed, Hamid R. Barzegar, Nabil El Ioini and Claus Pahl.
Distributed Edge Machine Learning Pipeline Scheduling with Reverse Auctions Connor Imes, David King and John Paul Walters
An Overview of using of Artificial Intelligence in Enhancing Security and Privacy in Mobile Social Networks Hussam Fakhouri, Sadi Alawadi, Feras Awaysheh, Faten Hamad, Hindya Al-Maqableh, Sawsan Alzubi, Mohamed Al-Adwan and Ahmad Al Hwaitat
Securing the Digital Fortress: Unveiling the Modern Battleground for Sustainable OSs and the Digital Threatscape Shadi Alzubi, Muder Almiani, Ala Mughaid, Samar Hendawi and Islam Al Talahin
3:30-4:00 PM
Coffee Break
4:00-5:30 PM
Technical Session 3
Chair: Ala Mughaid and Fahed Alkhabbas
ART4FL: An Agent-based Architectural Framework for Trustworthy Federated Learning in the IoT Fahed Alkhabbas, Sadi Alawadi, Majed Ayyad, Romina Spalazzese and Paul Davidsson
Modelling And Simulation For Detecting Vulnerabilities And Security Threats Of SmartContracts Using Machine Learning Ala Mughaid, Ibrahim Obeidat, Shadi Alzubi, Andaleeb Shdaifat and Razan Alhayjna
Optical Character Recognition Using Optimized Convolutional Networks Anum Nawaz, Muhammad Irfan and Tomi Westerlund
Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification Mahmoud Nazzal, Nura Aljaafari, Ahmed Sawalmeh, Abdallah Khreishah, Muhammad Anan, Abdulelah Algosaibi, Mohammed Alnaeem, Adel Aldalbahi, Abdulaziz Alhumam, Conrado Vizcarra and Shadan Alhamed
Botnet Detection Using Label Propagation and Batch K-means Clustering for Securing IoT Networks Muder Almiani, Alia Abughazleh, Yaser Jararweh and Ala Mughaid
7:00-8:30 PM
Welcome Reception
Location: The University of Tartu
Federated Ensemble YOLOv5 - A Better Generalized Object Detection Algorithm Vinit Hegiste, Tatjana Legler and Martin Ruskowski
Federated Bayesian Network Ensembles Florian van Daalen, Lianne Ippel, Andre Dekkers and Inigo Bermejo
Hyperparameters Optimization for Federated Learning System: Speech Emotion Recognition Case Study Kateryna Mishchenko, Samaneh Mohammadi, Mohammadreza Mohammadi and Sima Sinaei
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks Vasileios Perifanis, Nikolaos Pavlidis, Selim Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos Efraimidis, Paolo Dini and Remous-Aris Koutsiamanis
RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan and Mojtaba Jafaritadi
12:00 -1:30 PM
Lunch Break
1:30-2:30 PM
Keynote 3: Mérouane Debbah
Title: Immersive Media and Massive Twinning: Advancing Towards the Metaverse
Chair: Feras Awaysheh
2:30-3:30 PM
Technical Session 5 (FLTA)
Chair: Vinit Hegiste and Feras Awaysheh
Federated Learning for Early Dropout Prediction on Healthy Ageing Applications Christos Chrysanthos Nikolaidis, Vasileios Perifanis, Nikolaos Pavlidis and Pavlos Efraimidis
Federated Object Detection for Quality Inspection in Shared Production Vinit Hegiste, Tatjana Legler, Kirill Fridman and Martin Ruskowski
Histogram-Based Federated XGBoost using Minimal Variance Sampling for Federated Tabular Data William Lindskog, Christian Prehofer and Sarandeep Singh
3:30-4:00 PM
Coffee Break
4:00-6:00 PM
Technical Session 6 (FLTA)
Chair: Louis Leconte and Feras Awaysheh
An Investigation of Recent Backdoor Attacks and Defenses in Federated Learning Qiuxian Chen and Yizheng Tao
Enabling on-demand Crowdsourced Federated Learning Over IoT Mehreen Tahir and Muhammad Intizar Ali
Label-Aware Aggregation for Improved Federated Learning Ahmad Khalil, Aidmar Wainakh, Ephraim Zimmer, Javier Parra-Arnau, Antonio Fernandez Anta, Tobias Meuser and Ralf Steinmetz
Federated Boolean Neural Networks Learning Louis Leconte, Van Minh Nguyen and Eric Moulines
Federated Learning Showdown: The Comparative Analysis of Federated Learning Frameworks Sai Praneeth Karimireddy, Narasimha Raghavan Veeraragavan, Severin Elvatun and Jan Franz Nygård
Communication Topologies for Decentralized Federated Learning Michael Dötzer, Yixin Mao and Klaus Diepold
8:00-10:30 PM
Gala Dinner
Location: Antonius Restaurant: Ülikooli 15, 51003 Tartu
Wednesday, September 20th 2023
09:00-09:30 AM
Registration
09:30-10:30 AM
Keynote 4: Ian F. Akyildiz
Title: NETWORKING 2030: Metaverse, Extended Reality, Hologram Type and Mulsemedia Communication Challenges for 6G/Beyond Wireless Systems
Chair: Yaser Jararweh
10:30 -11:00 AM
Coffee Break
11:00 AM-12:30 PM
Technical Session 7
Chair: Alar Kuusik
Grey Wolf Optimizer-based Task Scheduling for IoT-based Applications in the Edge Computing Aram Satouf, Ali Hamidoglu, Omer Melih Gul and Alar Kuusik
Automatic NLOS Classification from Virtual 3D City Models Ivo Müürsepp and Muhammad Mahtab Alam
Efficient On-device Transfer Learning using Activation Memory Reduction Amin Yoosefi, Hamid Mousavi, Masoud Daneshtalab and Mehdi Kargahi
Task Classification for Optimal Offloading and Resource Allocation in Vehicular Edge Computing Memona Mubashir, Rizwan Ahmad, Ahsan Saadat, Saqib Rasool Chaudhry, Adnan K. Kiani and Muhammad Mahtab Alam
12:30 -1:30 PM
Lunch Break
1:30-3:30 PM
Technical Session 8
Chair: Ivo Müürsepp
CIEAI 2023 Workshop Keynote: Trustworthy AI on Massive IoT connectivity in 5G-networks Dr. Iftikhar Ahmad, Head of R&D Central Function of TietoEvry, Finland
Enhanced Decision Mechanism for RAN Subslicing in Management Closed Control Loop Marika Kulmar, Ivo Müürsepp and Muhammad Mahtab Alam.
Predictive Machine Learning Analysis for Reliable D2D Discovery in 6G Critical Communications Ali Masood, Muhammad Mahtab Alam and Yannick Le Moullec
Blockchain-Enabled Renewable Energy Traceability with a Crypto-based Arbitrage Pricing Model Victor Kebande and Jianguo Ding
Trusted Federated Learning Framework for Attack Detection in Edge Industrial Internet of Things Mahendra Pratap Singh, Ashutosh Anand, Aashish Prateek Janaswamy, Sudarshan Sundarrajan and Maanak Gupta
3:30-4:00 PM
Coffee Break
2:00-4:00 PM
Technical Session 9, Special Open Technical Session (ROOM FINLAND)
Chair: Alar Kuusik
IT Academy program 2018-2023: Internet of Intelligent Things - project outcomes Alar Kuusik