Horizontal IoT Platform EMULSION

I Ganchev, Z Ji, M O'Droma - Electronics, 2023 - mdpi.com
This article presents an overview of an Internet of Things (IoT) platform design based on a
horizontal architectural principle. The goal in applying this principle is to overcome many of …

Internet of things horizontal platform development for expanded application scenarios and use cases

I Ganchev, Z Ji, M O'Droma - Journal of Physics: Conference …, 2023 - iopscience.iop.org
This paper presents the horizontal approach for the development of Internet of Things (IoT)
platforms, based on a generic, multi-service, cloud-based IoT operational platform, called …

Blood Glucose Prediction Method Based on Particle Swarm Optimization and Model Fusion

H Xu, S Bao, X Zhang, S Liu, W Jing, Y Ji - Diagnostics, 2022 - mdpi.com
Blood glucose stability in diabetic patients determines the degree of health, and changes in
blood glucose levels are related to the outcome of diabetic patients. Therefore, accurate …

IoT system for AQI monitoring and control

I Ganchev, Z Ji - 2024 International Conference Automatics and …, 2024 - ieeexplore.ieee.org
A horizontal-type IoT platform, named EMULSION, is presented*, which was developed for
fast IoT system prototyping and speedy roll-out of respective IoT services. The successful …

Systematic Review of Accelerating Time-Series Biosignal Machine Learning Processes Using GPU Architectures

E Ketola, M Imtiaz - 2024 - preprints.org
Background: Time-series biosignal data, representative of a physiological process, is often
applied to time-sensitive machine learning applications that benefit from acceleration …

[PDF][PDF] The Use of a Modelling & Simulation Tier by the EMULSION IoT Platform

I Ganchev, Z Ji - WSEAS Transactions on Systems and Control, 2022 - wseas.com
This paper presents some design aspects of the EMULSION IoT platform, developed as a
typical example of the horizontal IoT platforms. The architectural overview and multi-tiered …

A Client Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT client tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …

Type 2 Diabetes Classification and Prediction: An Ensemble and Hyper Parameter Optimization Approach in Machine Learning

SS Mekale, M Chakraborty… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
This work presents the machine learning-based classification and prediction of T2DM (Type
2 Diabetes Mellitus) via the use of an ensemble and hyper parameter optimization …

A Service Tier Design for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper♠ presents an IoT service tier design and its setting within the multi-tiered
architectural structure of EMULSION, the newly proposed horizontal-type IoT platform …

Service Prototype Provisioning for the EMULSION IoT Platform

I Ganchev, Z Ji, M O'Droma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
This paper♠ presents the multi-tiered architectural structure of the newly proposed
horizontal-type IoT platform, called EMULSION. Besides briefly outlining the key rationale for …