Knowledge & Data Engineering Systems

The Knowledge & Data Engineering Systems (KDES) research group is part of the Information, Data and Analysis (IDA) Section. KDES brings together the fundamental research areas of Distributed Data Systems, Data Engineering, and Data Science.

KDES's strength lies in the spectrum of theoretical backgrounds and applications ranging from large-scale Distributed Computing and Information Systems, to Edge Computing , Distributed Machine Learning/AI, and Data-centric AI, focuses on building innovative distributed data science and engineering systems. 

Information, Data and Analysis Section

Data-centric AI

Distributed AI

Edge Computing

Data Management Systems

 

 

Research Topics

 

Research Projects & Materials

University of Glasgow cloisters

Academic Staff & Members

News & Events

  • 06 Sep

    IEEE Transactions on Emerging Topics in Computing

    Our paper 'Enhancing Knowledge Reusability: A Distributed Multitask Machine Learning Approach' authored by Eric Long, Christos Anagnostopoulos, and Kostas Kolomvatsos has been accepted for publication in IEEE Transactions on Emerging Topics in Computing!
  • 06 Sep

    IEEE ICDCS 2025 in Glasgow!

    The 45th IEEE International Conference on Distributed Computing Systems 2025 (IEEE ICDCS) will be held in Glasgow, Scotland, 21-23 July 2025!
  • 06 Sep

    FGCS (Elsevier) Paper!

    Our paper 'Autonomous Proactive Data Management in Support of Pervasive Edge Applications' authored by Dr Kolomvatsos and Dr Anagnostopoulos has been accepted in the CORE A Journal: Future Generation Computer Systems (FGCS), Elsevier.
  • 06 Sep

    IEEE ICDM 2023 Paper!

    Our paper on ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization' has been accepted for presentation at the CORE A* IEEE International Conference on Data Mining (IEEE ICDM 2023 [https://www.cloud-conf.net/icdm2023/]), December 1-4, 2023, Shanghai, China (partially funded by EU Horizon TRACE Grant [https://trace-horizon.eu/]).
  • 27 Jun

    IEEE IE 2023 Paper Presentation

    Kian Wang gives a talk on 'Maintenance of Model Resilience in Distributed Edge Learning Environments' at the IEEE Intelligent Environments (IE 2023) Conference, Jun 27, 2023 - Jun 30, 2023, Mauritius.
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