You are correct: during the RStudio.cloud Alpha, memory and CPU resources are capped. We're currently restricting memory usage to 1GB, which may limit your ability to read large files. Obviously this is subject to change, as we learn more about the type of workloads people are looking at running. We really appreciate the feedback!