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A growing amount of data is produced daily resulting in a growing demand for storage solutions. While cloud storage providers offer a virtually infinite storage capacity, data owners seek geographical and provider diversity in data placement, in order to avoid vendor lock-in and to increase availability and durability. Moreover, depending on the customer data access pattern, a certain cloud provider may be cheaper than another. In this paper 1 , we introduce Scalia, a cloud storage brokeragedoi:10.1109/sc.2012.101 dblp:conf/sc/PapaioannouBA12 fatcat:hekn3cqrzrajncvj5afye6lbiq