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We describe a cloud based infrastructure that we have developed that is optimized for wide area, high performance networks and designed to support data mining applications. The infrastructure consists of a storage cloud called Sector and a compute cloud called Sphere. We describe two applications that we have built using the cloud and some experimental studies.doi:10.1016/j.future.2008.07.009 fatcat:miuxeweblzacbnvghbnauzb53q