AUTO SCALING METHOD AND DEVICE CONSIDERING APPLICATION SERVICE RESPONSE TIME
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United States of America Patent
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Issued Date -
Jan 23, 2025
app pub date -
Feb 5, 2024
filing date -
Feb 5, 2024
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Abstract
An auto scaling device includes a processor; and a memory connected to the processor, wherein the memory stores program instructions executed by the processor to restrict resources of pods distributed according to setting of an initial resource quota in a name space, collect a monitoring metric of an application for which service is requested, determine whether to change a resource quota by using the collected monitoring metric, a recent data reflection rate of a service predetermined in a custom resource, a service level agreement (SLA) of a service, and an SLA threshold when the resources of the pods are insufficient, and update an initial resource quota in the name space to a first resource quota when the change of the resource quota is required.
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