The R programming language is widely used in biostatistics with high-dimensional data sets.
Here, a vast amount of resources is needed. Our tool traceR allows the user to profile the resource usage
of an R application to locate bottlenecks and develop new optimizations.
TraceR is a deterministic profiling tool. In contrast to existing R language profiling tools, traceR is directly
integrated with the R interpreter. This enables the generation of more detailed and accurate data about
memory and runtime behavior of an R application.