Machine Learning (ML) has an increasingly higher priority in both scientific and industrial enterprises. This is evident from the investment in new, above all, GPU-based hardware – from simple desktop computers to high performance computing clusters. Computing clusters are used in Data Analysis and highly complex Machine Learning systems to process and simulate very large amounts of data – to include even the human brain.
ML in HPC clusters presents certain challenges. The procurement of the individual hardware components is the least of these challenges.