This document discusses considerations for enabling access to and use of data from the International Cancer Genome Consortium (ICGC) in a biomedical compute cloud. It notes that the ICGC has over 25,000 tumors across 53 projects and 16 countries/regions, with about 100GB of open access analysis results and 700TB of controlled access sequencing and array data hosted across various repositories. It raises questions about how to aggregate this distributed data through a single access point, what compute and analysis resources users may need, who would create and maintain common pipelines, how to ensure authorization and compliance of cloud-based data users, and what metadata is required to make the data useful.