Report Open Access
Jesús Perales Hernández
The main idea of this project is to carry out performance analysis on the RDataFrame class within the
ROOT operational framework. For this purpose, scalability analysis are performed on the execution
of the Dimuon and Higgs tutorials evaluating concretely how the source code of these tutorials scales
with different number of execution threads.
Among others, it analyzes the comparison between compiled code and JIT (Just-In-Time), different
types of storage (NVMe, SSD, EOS), memory usage and even measures the impact that NUMA
effects have on performance.