In order to cope with the growing scale of deep neural network (DNN) models and training
data, the use of cloud computing for distributed DNN training is becoming increasingly …

The goal of machine learning is to extract utility from more data than can be explicitly
analyzed. As the Space Situational Awareness (SSA) problem grows with more and more …

This thesis is done as part of a service development task of distributed deep learning on the
CSC provided infrastructure. The aim is to improve the readiness to provide a service for AI …