Today, CPU centric-benchmarks (e.g., SPEC and RPE2 [33]) are often used to map and compare CPU utilizations between different configurations.
such an approach provides no support for practitioners to understand the rationale for such regressions and cannot be used to compare other performance counters than CPU (e.g., I/O, threading and memory-related performance counters).