Hardware Performance Counters (HPCs) for Anomaly Detection

Adaptive variable sampling model for performance analysis in high cache-performance computing environments

“…To configure HPM in a highly interactive and complex HPC environment, it is necessary to use hardware events that require a high level of computer science knowledge; correlation analysis between performance indicators through data mining is also required. In spite of the difficulty of analyzing many variables, the improvement in performance and prediction from using various HPM will provide new insights [ 45 ].…”