Juha-Pekka Soininen

TL;DR: A packet switched platform for single chip systems which scales well to an arbitrary number of processor like resources which is the onchip communication infrastructure comprising the physical layer, the data link layer and the network layer of the OSI protocol stack.

TL;DR: Results show that it is able to provide adequate performance for the SWAMP pilots, but requires specially designed configurations and the re-engineering of some components to provide higher scalability using less computational resources.

TL;DR: This work presents a novel semantic level interoperability architecture for pervasive computing and IoTs that conforms to the common IoT-A architecture reference model (ARM), and maps the central components of the architecture to the IoT-ARM.

TL;DR: This paper investigates the feasibility of deploying the Convolutional Neural Network (CNN) based classification model as an example of deep learning methods in a hierarchical computing architecture, and demonstrates a real-time health monitoring for a case study on ECG classifications.

TL;DR: It is concluded that the system can gather data from the soil probe and display its information in a dashboard which enables for further deployment of more soil probes and other monitoring and controlling devices to create a fully operating digital twin.