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Optimal computing resource allocation algorithm in cloud computing based on hybrid differential parallel scheduling

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成果类型:
期刊论文
作者:
Wei, Jing;Zeng, Xin-fa*
通讯作者:
Zeng, Xin-fa
作者机构:
[Wei, Jing] China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R China.
[Wei, Jing] Jiangsu Vocat Inst Architectural Technol, Coll Construct Management, Xuzhou 221116, Jiangsu, Peoples R China.
[Zeng, Xin-fa] Hunan City Univ, Coll Civil Engn, Yiyang 413000, Hunan, Peoples R China.
通讯机构:
[Zeng, Xin-fa] H
Hunan City Univ, Coll Civil Engn, Yiyang 413000, Hunan, Peoples R China.
语种:
英文
关键词:
Cloud computing;Computing resource allocation;Scheduling;Singular value decomposition;Data clustering;Hybrid differential parallel scheduling
期刊:
Cluster Computing
ISSN:
1386-7857
年:
2019
卷:
22
期:
3
页码:
7577-7583
机构署名:
本校为通讯机构
院系归属:
土木工程学院
摘要:
In order to improve the ability of resource allocation and scheduling in cloud computing, optimize resource allocation and improve the efficiency of cloud computing, an optimal computing resource allocation algorithm in cloud computing based on hybrid differential parallel scheduling is proposed. In this algorithm, the models of data structure and gird structure of computing resource allocation in cloud computing are constructed, and the sample clustering analysis method of resource information flow is used to classify the attributes of computing resources; the sliding window of computing reso...

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