Microsoft Technology Licensing, LLC

Robert Edward Minneker

Qingwei Lin

Vivek Gupta

Chetan Bansal

Si Qin

Inigo Goiri Presa

Eli Cortez Custodio Vilarinho

Jue Zhang

Felipe Vieira Frujeri

Mahmoud Sayed

Yandan Wang

Bowen Pang

Alexander David Fischer

Fangkai Yang

Preston Tapley Stephenson

Soumya Ram

Sidhanth M Panjwani

Camille Jean Couturier

A method for dynamically adjusting a number of virtual machines for a workload, includes: receiving a probability indicator for each of a plurality of N sequential stages, where N is a natural number greater than 1, of a likelihood that a virtual machine assigned to a workload will be evicted during the N sequential stages; predicting a target number of virtual machines to configure in a current stage for a subsequent stage from among the plurality of N sequential stages based on the probability indicator, a target capacity for the workload, and a current price for maintaining a virtual machine; and configuring a number of virtual machines for the workload during the current stage based on the target number to be loaded for the workload for the subsequent stage.

System and method of dynamically adjusting virtual machines for a workload

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Seattle, WA, United States of America

Robert Edward Minneker