The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 09, 2023
Filed:
Jun. 02, 2021
Hewlett Packard Enterprise Development Lp, Houston, TX (US);
Harumi Kuno, Cupertino, CA (US);
Alan Davis, Coalville, UT (US);
Torsten Wilde, Berlin, DE;
Daniel William Dauwe, Ft. Collins, CO (US);
Duncan Roweth, Bristol, GB;
Ryan Dean Menhusen, Ft. Collins, CO (US);
Sergey Serebryakov, Saint Petersburg, RU;
John L. Byrne, Pasadena, CA (US);
Vipin Kumar Kukkala, Ft. Collins, CO (US);
Sai Rahul Chalamalasetti, Newark, CA (US);
Hewlett Packard Enterprise Development LP, Spring, TX (US);
Abstract
One embodiment provides a system and method for predicting network power usage associated with workloads. During operation, the system configures a simulator to simulate operations of a plurality of network components, which comprises embedding one or more event counters in each simulated network component. A respective event counter is configured to count a number of network-power-related events. The system collects, based on values of the event counters, network-power-related performance data associated with one or more sample workloads applied to the simulator; and trains a machine-learning model with the collected network-power-related performance data and characteristics of the sample workloads as training data 1, thereby facilitating prediction of network-power-related performance associated with a to-be-evaluated workload.