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.

Date of Patent:
Mar. 28, 2023

Filed:

Sep. 25, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Hong Wei Jia, Beijing, CN;

Guang Ming Zhang, Beijing, CN;

Mo Chi Liu, Beijing, CN;

Yun BJ Wang, Beijing, CN;

Wu Yan, Beijing, CN;

Xiaoyang Yang, San Francisco, CA (US);

He Sheng Yang, Beijing, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/48 (2006.01); G06F 9/445 (2018.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/4881 (2013.01); G06F 9/44505 (2013.01); G06N 20/00 (2019.01);
Abstract

A method of operating a shared computing environment includes receiving a client request for an optimized runtime configuration of the shared computing environment for executing a task, receiving runtime data of the task collected from a prior runtime, inferring a runtime configuration from the runtime data, determining a predicted timeseries workload for the shared computing environment, updating the runtime configuration to including the timeseries workload prediction, wherein the updating outputs the optimized runtime configuration, and configuring the shared computing environment according to the optimized runtime configuration in executing the task.


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