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公开(公告)号：US11467872B1
公开(公告)日：2022-10-11
申请号：US16529491
申请日：2019-08-01
Applicant: Amazon Technologies, Inc.
Inventor： Gustav Mauer , James Michael Braunstein , Jin Zhang , Scott Sikora
Abstract: Availability of future capacity can be determined for various categories of resources. In some embodiments, logistic regression models are used to obtain binary predictions of availability. In this way, a customer or other entity can obtain a determination as to the availability of a specific number and category or resources, or resource instances, at a future period of time. In some embodiments alternatives may be provided, which may provide improved characteristics or may have a higher likelihood of availability. Such approaches can also be used to monitor current and future capacity demands and enable a provider to better plan appropriate adjustments to the physical resources that provide that capacity.
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