Harnessing the Power of Multiple Cloud Service Providers: An Economical and SLA-Guaranteed Cloud Storage Service
Guoxin Liu, Haiying Shen · 2015
It is critical for a cloud service broker to minimize its payment cost to cloud service providers for serving the broker's customers while providing SLA-guaranteed services. In this paper, we propose an Economical and SLA-guaranteed cloud Storage Service (ES3), which finds a data allocation and resource reservation schedule with cost minimization. ES3 incorporates (1) a data allocation and reservation algorithm, which allocates each data item to a datacenter and determines the reservation amount on data centers by leveraging all the pricing policies, (2) a genetic algorithm based data allocation adjustment approach, which makes data Get/Put rates stable in each datacenter to maximize the reservation benefit. Our trace-driven experiments show the superior performance of ES3.