VITUAL MACHINE PLACEMENT METHOD THROUGH WORKLOAD PREDICTION USING DEEP LEARNING AND VIRTUAL MACHINE PLACEMENT DEVICE IMPLEMENTING THE SAME

摘要

A virtual machine placement method according to an embodiment of the present invention includes a physical server on which a virtual machine is installed, wherein the physical server includes a first physical server and a second physical server. In order to operate-efficiently, the virtual machine placement method which is a method of disposing a plurality of the virtual machines on the first physical server and the second physical server, the first physical server stored in the storage unit And virtual machine workload information, which is information related to the virtual machine workload, which is a load of the physical server charged by the virtual machine, is calculated by a predetermined workload calculation method based on information related to the operation of the second physical server. step; Calculating initial predictive virtual load information that is information related to an initial predictive virtual load associated with a load of a physical server predicted by the virtual machine for a first predetermined period based on the virtual machine workload; Calculating search batch information that is information related to a search batch that is a batch of the virtual machines on the first physical server and the second physical server by a predetermined search batch calculating method; And a step in which the virtual machine is disposed on the first physical server and the second physical server based on the selected search arrangement, wherein the predetermined search arrangement calculation method is based on the initial prediction virtual load information. It may be a method in which the search arrangement of the virtual machine when the objective function value is minimized is calculated.