Title:
SCHEDULING RULE UPDATING METHOD, DEVICE, SYSTEM, STORAGE MEDIUM AND TERMINAL
Document Type and Number:
WIPO Patent Application WO/2020/062047
Kind Code:
A1
Abstract:
The present application relates to a scheduling rule updating method, device, and system, a storage medium, and a terminal. Said method comprises: acquiring a job to be executed; acquiring a scheduling rule set, the scheduling rule set comprising a plurality of scheduling rules distributing operations included in the job to devices, capable of executing the operations, in a system to execute the job; distributing, according to the scheduling rules, the operations to the devices capable of executing the operations; acquiring the system state when the devices execute the operations; generating a quality index according to the system state, the quality index representing evaluation of the quality of the system executing the job; generating training data according to the scheduling rules, the system state and the quality index; performing machine learning according to the training data, and generating a meta-rule, the meta-rule representing scheduling rules which should be used in different system states; and updating the scheduling rules in the scheduling rule set according to the meta-rule. The present application identifies an optimized scheduling rule by means of learning a framework training scheduling program, reducing the complexity of developing an optimized scheduling program.
Inventors:
LI JING (CN)
CHEN XUE (CN)
CHEN XUE (CN)
Application Number:
PCT/CN2018/108384
Publication Date:
April 02, 2020
Filing Date:
September 28, 2018
Export Citation:
Assignee:
SIEMENS AG (DE)
LI JING (CN)
CHEN XUE (CN)
LI JING (CN)
CHEN XUE (CN)
International Classes:
H04L29/08; G05B19/418
Foreign References:
| CN105045243A | 2015-11-11 | |||
| CN103217960A | 2013-07-24 | |||
| CN106610641A | 2017-05-03 | |||
| US20160071044A1 | 2016-03-10 |
Attorney, Agent or Firm:
KANGXIN PARTNERS, P.C. (CN)
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