New approaches for decentralized, federated and sustainable AI data processing (RIA)

Expected Outcome: Project results are expected to contribute to developing new approaches, tools and techniques that overcome the obstacles of today's centralised AI compute techniques: limits in the availability of energy and AI compute capacity in centralised standalone environments, limited availability of types of AI chips, data quality and security and latency in AI data processing. The ultimate objective is to help overcome EU’s AI compute capacity bottlenecks by offering alternative decentralised and sustainable AI compute models that enable exploitation of diverse hardware processing architectures and scaling approaches. Scope: This topic focusses on technologies and techniques that enable AI data processing to leverage distributed compute resources across the cloud and edge computing continuum throughout the whole AI model lifecycle from data collection, training, fine-tuning, a… more

Computer sciences, information science and bioinformaticsCloud computingEdge computing

1. %55
   NİLGÜN İNCEREİS

   Öğretim Görevlisi (uygulamalı Birim)Bartın Üniversitesi

   Shared topics: IoT and Edge/Fog Computing

   Overlapping papers: The Aplication and Design of Computer Assissted Education Environment in the Matter of Electricity in Our Life (2012) · Data Security Techniques and Comparison of Differential Privacy Techniques in Bioinformatics (2023)

2. %55
   SAMA HABIBI

   Doktor Öğretim ÜyesiBahçeşehir Üniversitesi

   Shared topics: IoT and Edge/Fog Computing

   Overlapping papers: A survey on integrated computing, caching, and communication in the cloud-to-edge continuum (2024) · Yardstick competition regulation for incentive mechanisms in federated learning: balancing cost optimization and fairness (2023)

3. %52
   ERHAN GÖKÇAY

   DoçentAtılım Üniversitesi

   Shared topics: Cloud Computing and Resource Management · IoT and Edge/Fog Computing

   Overlapping papers: A New Multi-Target Compiler Architecture for Edge-Devices and Cloud Management (2022) · The Virtual Instrument: Support for Grid-Enabled Mcell Simulations (2004)

4. %51
   MURAT GÖKŞİN BAKIR

   Öğretim Görevlisi (ders Vermekle Görevli)Bahçeşehir Üniversitesi

   Shared topics: IoT and Edge/Fog Computing

   Overlapping papers: Motion Planning With Acceleration Constraint (1992) · Integrating Multiple Methodologies, Segment Anything Model and AlexNet, for Enhanced Accuracy in Garbage Classification (2024)

5. %50
   AHMET ERCAN TOPCU

   DoçentAnkara Medipol Üniversitesi

   Shared topics: Distributed and Parallel Computing Systems · Scientific Computing and Data Management · Cloud Computing and Resource Management

   Overlapping papers: A Systematic Review and Evaluation of Sustainable AI Algorithms and Techniques in Healthcare (2025) · Evaluating the Performance of NoSQL Databases for Big Data in Cloud Computing Environments (2025)

6. %46
   ALIREZA SOURI

   DoçentHaliç Üniversitesi

   Shared topics: IoT and Edge/Fog Computing · Cloud Computing and Resource Management

   Overlapping papers: A Multi-Objective Approach for Optimizing Edge-Based Resource Allocation Using TOPSIS (2022) · A Multi-Objective Approach for Optimizing Edge-Based Resource Allocation Using TOPSIS (2022)

7. %45
   CANAN BATUR ŞAHİN

   DoçentMalatya Turgut Özal Üniversitesi

   Shared topics: IoT and Edge/Fog Computing

   Overlapping papers: Quantum-Resilient Federated Learning for Multi-Layer Cyber Anomaly Detection in UAV Systems (2026) · HYBRID MODEL USED FOR REDUCING LATENCY IN SMART HEALTHCARE SYSTEMS. (2024)

8. %45
   ESRA ŞATIR

   DoçentDüzce Üniversitesi

   Shared topics: DNA and Biological Computing

   Overlapping papers: A DNA Data Storage Method Using Spatial Encoding Based Lossless Compression (2024) · Optimization of Interval Type-2 Fuzzy Logic Controller Using Real-Coded Quantum Clonal Selection Algorithm (2022)

9. %45
   KORHAN CENGİZ

   DoçentBiruni Üniversitesi

   Shared topics: IoT and Edge/Fog Computing

   Overlapping papers: MediNet: Self-Supervised Framework for Multimodal Analysis and Patient Care in IoMT (2025) · Advancing Medical Recommendations With Federated Learning on Decentralized Data: A Roadmap for Implementation (2024)

10. %44
    ESRA KARADENİZ KÖSE

    Doktor Öğretim ÜyesiMalatya Turgut Özal Üniversitesi

    Shared topics: IoT and Edge/Fog Computing

    Overlapping papers: Social Trusty Algorithm: A New Algorithm for Computing the Trust Score Between All Entities in Social Networks Based on Linear Algebra (2025) · Social Trusty Algorithm: A New Algorithm for Computing the Trust Score Between All Entities in Social Networks Based on Linear Algebra (2025)

11. %43
    FERHAT KUTLU

    Doktor Öğretim ÜyesiBeykoz Üniversitesi

    Shared topics: EEG and Brain-Computer Interfaces

    Overlapping papers: AI Support for Improving Managerial Decision-Making Processes Regarding Workforce Planning (2026)

12. %43
    FETHULLAH GÖÇER

    DoçentKahramanmaraş Sütçü İmam Üniversitesi

    Shared topics: Sustainable Supply Chain Management · IoT and Edge/Fog Computing

    Overlapping papers: Cloud computing technology selection based on interval-valued intuitionistic fuzzy MCDM methods (2018) · A Novel Interval Value Extension of Picture Fuzzy Sets Into Group Decision Making: An Approach to Support Supply Chain Sustainability in Catastrophic Disruptions (2021)

13. %42
    BETÜL AKTAŞ

    Öğretim Görevlisi (ders Vermekle Görevli)Çağ Üniversitesi

    Shared topics: IoT and Edge/Fog Computing · Environmental Sustainability in Business

14. %41
    HASAN ÖZTÜRK

    Doktor Öğretim ÜyesiBartın Üniversitesi

    Shared topics: Distributed and Parallel Computing Systems · Parallel Computing and Optimization Techniques

15. %41
    SEFER KURNAZ

    DoçentAltınbaş Üniversitesi

    Shared topics: IoT and Edge/Fog Computing

    Overlapping papers: An Effective Mechanism for FOG Computing Assisted Function Based on Trustworthy Forwarding Scheme (IOT) (2024) · Federated learning for privacy-preserving skin cancer classification using deep neural networks (2026)

16. %40
    ABDULLAHI ABDU IBRAHIM

    DoçentAltınbaş Üniversitesi

    Shared topics: IoT and Edge/Fog Computing

    Overlapping papers: An intelligent atrous convolution-based cascaded deep learning framework for enhanced privacy preservation performance in edge computing (2024) · Implementing the ACO Algorithm and Fog Nodes for Efficient Resource and Energy Allocation in Cloud Computing (2022)

17. %40
    ZEYNEP BANU ÖZGER

    DoçentKahramanmaraş Sütçü İmam Üniversitesi

    Shared topics: Machine Learning in Bioinformatics · Computational Drug Discovery Methods

    Overlapping papers: A Locally Searched Binary Artificial Bee Colony Algorithm Based on Hamming Distance for Binary Optimization (2020) · Computational analysis of virus-host protein-protein interactions using gene ontology and natural language processing (2025)

18. %40
    ÖZGÜR ÇİFTÇİ

    Araştırma GörevlisiSakarya Üniversitesi

    Shared topics: Cloud Computing and Resource Management

    Overlapping papers: A conceptual framework for cloud based integration of Virtual laboratories as a multi agent system approach (2016)

19. %40
    ÖZNUR ÖZKASAP

    ProfesörKoç Üniversitesi

    Shared topics: IoT and Edge/Fog Computing

    Overlapping papers: LightChain: Scalable DHT-Based Blockchain (2021) · Spatial and thermal aware methods for efficient workload management in distributed data centers (2024)

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