Quantitative Evaluation of ARM Statistical Profiling Extension for Memory-Centric Performance Analysis

This work presents a multi-level memory-centric profiling tool called NMO that leverages ARM's Statistical Profiling Extension (SPE) to enable precise memory access tracing on ARM processors. It provides the first quantitative assessment of time overhead and sampling accuracy of ARM SPE for memory-centric profiling at different sampling periods and aux buffer sizes.