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Title:
SIMULATION METHOD AND APPARATUS FOR HETEROGENEOUS CLUSTER SCHEDULING, COMPUTER DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2022/110446
Kind Code:
A1
Abstract:
Embodiments of the present application relate to the technical field of information, and relate to a simulation method for heterogeneous cluster scheduling, comprising: receiving a simulation operation request sent by a user terminal; in response to the simulation operation request, reading a local database to obtain historical heterogeneous resource configuration information; setting the operation mode of an execution instruction and an instruction scheduling policy for a pre-trained deep learning load on the basis of the historical heterogeneous resource configuration information; enabling, on the basis of the execution instruction, the deep learning load to operate according to the operation mode and the instruction scheduling policy; performing, on the basis of a kubernetes virtualization technology, cluster node simulation extension on the deep learning load in operation, so as to simulate large-scale heterogeneous cluster operation of the deep learning load to obtain operation behavior characteristics and operation state data of the deep learning load. The present application also provides a simulation apparatus for heterogeneous cluster scheduling, a computer device, and a storage medium. The present application can provide a low-cost experimental environment, and effectively reduce the evaluation time of a heterogeneous cluster to a certain extent.

Inventors:
YE KEJIANG (CN)
CHEN WENYAN (CN)
XU CHENGZHONG (CN)
Application Number:
PCT/CN2020/139683
Publication Date:
June 02, 2022
Filing Date:
December 25, 2020
Export Citation:
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Assignee:
SHENZHEN INST OF ADV TECH CAS (CN)
International Classes:
G06F9/455
Foreign References:
CN105205003A2015-12-30
CN112000421A2020-11-27
CN102236582A2011-11-09
US20200186616A12020-06-11
Attorney, Agent or Firm:
BEIJING ZHONG XUN TONG DA INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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