Technology and the growing population in the digital world have led to a drastic explosion of data scattered across various digital components and network nodes. By other On the other hand, various technologies are being improved and innovated to maintain the processing and conversion of these raw data into useful information in various fields with proliferating data. Since the data and the application to process this data are quantitatively increasing, it is also necessary to change or to update the infrastructure to comply with the current status of the requirements. The question that arises here is how improved resources will be beneficial and in what way affect the performance of the application. This document focuses on understanding how infrastructure resources will have an impact Extreme to the final performance of the distributed computing platform and what are the parameters taken into account with high priority to deal with the performance problems in a distributed environment.