First, since resource rescaling requires a delay of at least several minutes to update configuration and launch instances, Star Student Project is best to predict the demand with a lead time greater than the update interval, and scale the capacity to meet anticipated demand. Such a proactive, rather than passive, strategy for resource provisioning needs to take into account demand fluctuations in order to avoid Star Student Project bandwidth insufficiency.