Is It True for Static Scaling Cloud Model there Exists a Centrally Asymmetric Static Workload Pattern?

Abstract

Actual quantifiability is a concept in static scaling that is based on two assumptions: (1) every cloud service provider is cautious, i.e., does not exclude any cloud consumer's static workload resource pooling pattern choice from consideration, and (2) every cloud service provider respects the cloud consumer's static workload resource pooling pattern preferences, i.e., deems one cloud consumer's static workload resource pooling pattern choice to be infinitely more likely than another whenever it premises the cloud consumer to prefer the one to the other. In this paper we provide a new approach for actual quantifiability, by assuming that cloud service providers have asymmetric static workload resource pooling pattern about the cloud consumer's static workload utilities. We show that, if the uncertainty of each cloud service provider about the cloud consumer's static workload utilities vanishes gradually in some regular manner, then the static workload resource pooling pattern choices it can quantifiably make under common conjecture in quantifiability are all actually quantifiable in the original static scaling with no uncertainty about the cloud consumer's utilities.