公开(公告)号：US20240211365A1

公开(公告)日：2024-06-27

申请号：US18069998

申请日：2022-12-21

Applicant: Hewlett Packard Enterprise Development LP

Inventor： Dejan Milojicic ,  Kenneth Leach ,  Maxim Alt

IPC: G06F11/34 ,  G06F9/445

CPC classification number: G06F11/3409 ,  G06F9/44505

Abstract: Computerized methods of classifying compute-intensive and memory-intensive applications are disclosed. A maximum efficiency for a user application is identified. A peak performance for a machine implementation is identified under one or more Quality of Service (QoS) parameters. Actual performance and resource usage of the application implementation using one or more performance vectors is measured and compared with the maximum efficiency and the peak performance. One or more areas of interest are identified using the performance vectors. If a critical hotspot area is identified from the one or more areas of interest, at least one feature is extracted from the critical hotspot area. An application signature is built if an approximation of performance is acceptable, based on the extracted features. The compute- and memory-intensive application may be classified based on the application signature.