IM (Infrastructure Manager)
Service for the complete orchestration of virtual infrastructures and applications deployed on it, including resource provisioning, deployment, configuration, re-configuration, and termination.
Service for the complete orchestration of virtual infrastructures and applications deployed on it, including resource provisioning, deployment, configuration, re-configuration, and termination.
The GPU Scheduler tool determines the best scheduling and GPU allocation for Deep Learning training jobs, reducing energy and execution costs (in both private or public clouds) while meeting deadline constraints. The tool only requires the list of submit...
The Secure Generative Data Exchange (SGDE) is a Python application that allows users to train, upload, and download generative models to and from a server.
The Privacy Preserving Component offered by AI-SPRINT facilitates the training of image classification neural networks with assured privacy protections. It also tests the robustness of these models against prevalent attacks on deep learning systems. Depen...
Pareto Optimal Progressive Neural Network Architecture Search tool
Performance Models support the AI-SPRINT design and runtime components in selecting an appropriate configuration
A Design-time Tool for AI applications Resource Selection in Computing Continua
The application contained in this folder creates an AI model using Federeated Learning. Unlike other applications, which have a centralized training dataset, this version pursues training the model using multiple datasets hosted in different institutions ...
Transparent parallelisation of user code and seamless execution of the same code on different backends from the edge to the cloud and HPC clusters.
A lightweight AI rerouting decision model that helps to determine whether running weather routing is beneficial. The goal of the model is to help minimize the high computational workload demanded by a commercial weather routing system that performs freque...