The use of High Performance Computing (HPC) has become a fundamental aspect of scientific research, industrial innovation and complex data analytics. However, the growing demand for faster and more powerful computational capabilities has resulted in a significant increase in energy consumption and associated environmental impacts. This paper aims to investigate the relationship between sustainability and HPC, with the objective of identifying methodologies that can make HPC systems more environmentally friendly without compromising their performance.