A Systematic Review on Federated Learning in Edge-Cloud Continuum

SK Mishra, SK Sahoo, CK Swain - SN Computer Science, 2024 - Springer
Federated learning (FL) is a cutting-edge machine learning platform that protects user
privacy while enabling collaborative learning across various devices. It is particularly …

A Comprehensive Survey on Sustainable Resource Management in Cloud Computing Environments

D Saxena, AK Singh - Authorea Preprints, 2024 - techrxiv.org
Sustainable resource management within a cloud computing environment is a highly critical
and prominently studied research topic. In this context, this paper presented a …

Reinforcement Learning Techniques for Optimizing System Configuration on the Cloud: A Taxonomy and Open Problems

T Aslanidis, A Chouliaras, D Chatzopoulos - Proceedings of the 2023 …, 2023 - dl.acm.org
Efficient resource management (RM) is paramount for achieving high performance and
utilization of computing resources in cloud computing environments. Conventional …

[PDF][PDF] Finding the Optimal Number of Computing Containers in IoT Systems: Application of Mathematical Modeling Methods

I Zakutynskyi - Electronics and Control Systems, 2023 - pdfs.semanticscholar.org
The integration of computing containers into Internet of Things (IoT) systems created a lot of
challenges and opportunities in the connected devices and cloud computing industries. In …

[PDF][PDF] Reinforcement Learning Techniques for Optimizing System Configuration on the Cloud: A Taxonomy and Open Problems

T Aslanidis, A Chouliaras, D Chatzopoulos - ewsn.org
Efficient resource management (RM) is paramount for achieving high performance and
utilization of computing resources in cloud computing environments. Conventional …