Computing Instance Launch Time

摘要

A technology is described for predicting a launch time for a computing instance. An example method may include receiving a request for a predicted launch time to launch a computing instance on a physical host within a computing service environment. Data associated with launch features of a computing instance may then be obtained, where the launch features may be determined to have an impact on a launch time of the computing instance on a physical host within a computing service environment. The launch features of the computing instance may then be input to a machine learning model that outputs the predicted launch time for launching the computing instance within the computing service environment.

主权项

1. A non-transitory machine readable storage medium having instructions embodied thereon, the instructions when executed by a processor:
obtain training data representing launch features for a plurality of previous computing instance launches; train a random forest regression model using the training data; receive a request for a predicted launch time to launch a computing instance on a physical host within a computing service environment; identify launch features associated with launching the computing instance within the computing service environment that have been determined to have an impact on a launch time of the computing instance; and input the launch features associated with launching the computing instance into a machine learning regression model that outputs a predicted launch time for launching the computing instance within the computing service environment.