Invention Application
- Patent Title: RESOURCE ALLOCATION BASED ON APPLICABLE SERVICE LEVEL AGREEMENT
-
Application No.: US16775069Application Date: 2020-01-28
-
Publication No.: US20200167258A1Publication Date: 2020-05-28
- Inventor: Rita CHATTOPADHYAY , Uri ELZUR
- Applicant: Intel Corporation
- Main IPC: G06F11/34
- IPC: G06F11/34 ; G06F9/50 ; G06N20/00

Abstract:
Examples described herein provide for a memory and at least one processor coupled to the memory. The at least one processor indicates a prediction of a performance goal failure based on performance monitoring of the at least one processor. The performance goal can be based on a service level agreement (SLA). The performance monitoring can be related to core activity or inactivity. A trained machine learning (ML) model can be used to infer performance goal failure based on performance monitoring of the at least one processor. The ML model can be trained using a simulation of traffic to use a compact set of performance monitoring indicators. Mitigation efforts can take place to avoid violation of the SLA.
Information query