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Jothi Soruba Thaya A.

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#federated learning Open access Oct 2026

DDSS: Federated Fog-Based Microservice Scheduling for IoT-Enabled ICUs

The continuous expansion of connected medical devices in the Intensive Care Unit (ICU) environment has led to the emergence of certain classes of computational problems which cannot be addressed effectively using classical scheduling mechanisms on servers. The static allocation schemes do not work well with the heterog...

Jothi Soruba Thaya A., K. N., R. S. et al. · Journal of ISMAC · 0 citations

Open access Aug 2026

Federated Knowledge Transfer and Interpretable Decision-Tree Analytics for IoMT Healthcare

The proposed federated knowledge transfer and interpretable decision-tree analytics for enabling privacy-preserving clinical prediction makes use of locally learned decision trees to generate clinical decision-path features and federated knowledge transfer on the level of features.

Jothi Soruba Thaya A., K. N. · Journal of Ubiquitous Comput... · 0 citations