Deprecated: $wgMWOAuthSharedUserIDs=false is deprecated, set $wgMWOAuthSharedUserIDs=true, $wgMWOAuthSharedUserSource='local' instead [Called from MediaWiki\HookContainer\HookContainer::run in /var/www/html/w/includes/HookContainer/HookContainer.php at line 135] in /var/www/html/w/includes/Debug/MWDebug.php on line 372
A dynamic resource scheduling method based on fuzzy control theory in cloud environment - MaRDI portal

A dynamic resource scheduling method based on fuzzy control theory in cloud environment (Q5964360)

From MaRDI portal





scientific article; zbMATH DE number 6547099
Language Label Description Also known as
English
A dynamic resource scheduling method based on fuzzy control theory in cloud environment
scientific article; zbMATH DE number 6547099

    Statements

    A dynamic resource scheduling method based on fuzzy control theory in cloud environment (English)
    0 references
    0 references
    0 references
    0 references
    0 references
    29 February 2016
    0 references
    Summary: The resources in cloud environment have features such as large-scale, diversity, and heterogeneity. Moreover, the user requirements for cloud computing resources are commonly characterized by uncertainty and imprecision. Hereby, to improve the quality of cloud computing service, not merely should the traditional standards such as cost and bandwidth be satisfied, but also particular emphasis should be laid on some extended standards such as system friendliness. This paper proposes a dynamic resource scheduling method based on fuzzy control theory. Firstly, the resource requirements prediction model is established. Then, the relationships between resource availability and the resource requirements are concluded. Then, fuzzy control theory is adopted to realize a friendly match between user needs and resources availability. Results show that this approach improves the resources scheduling efficiency and the Quality Of Service (QOS) of cloud computing.
    0 references
    fuzzy control
    0 references
    cloud environment
    0 references
    large-scale systems
    0 references
    uncertainty and imprecision
    0 references
    cost
    0 references
    bandwidth
    0 references
    system friendliness
    0 references
    dynamic resource scheduling
    0 references
    quality of service (QoS) of cloud computing
    0 references

    Identifiers

    0 references
    0 references
    0 references
    0 references
    0 references
    0 references
    0 references