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    • 3. 发明申请
    • VIRTUALISED SOFTWARE APPLICATION PERFORMANCE
    • WO2018167093A1
    • 2018-09-20
    • PCT/EP2018/056295
    • 2018-03-13
    • BRITISH TELECOMMUNICATIONS PUBLIC LIMITED COMPANY
    • KHAN, KashafANDREWS, Newland
    • G06N5/02G06F9/455
    • A method of improving performance of a software application executing with a virtualised computing infrastructure wherein the application has associated: a hypervisor profile of characteristics of a hypervisor in the infrastructure; a network communication profile of characteristics of network communication for the application; a data storage profile of characteristics of data storage for the infrastructure; and an application profile defined collectively by the other profiles, the method comprising: training a classifier to generate a first classification using training data sets based on application profiles so as to classify an application profile as underperforming; training the classifier to generate a set of second classifications and a set of third classifications using training data sets based at least one of: an application profile; a hypervisor profile; a network communication profile; and a data storage profile, wherein the classifications in the second set classify a profile for which optimisation will provide improved application performance, and wherein the classifications in the third set classify a profile for which additional infrastructure resource is required to provide improved application performance; implementing one or more of: optimisation of a hypervisor, network and/or data storage; and/or deploying additional resource for the hypervisor, network and/or data storage for the application in response to applying the first, second and third classifications to data sets based on the profiles for the application.