) but also access management from role-based permissions to actual ssh keys and security. This not only simplifies the interconnected mapping of the resources you use (storage, databases, instances. All billing, permissions, resources and settings are grouped within a user-defined project which basically acts as a global namespace. By setting up a working environment on a virtual instance, you make sure your work can easily be shared, reproduced, and vetted by other team members.Īlthough built around the same concepts and elements (instances, images and snapshots), EC2 and GCE differ on both access and resources organization.Ī key aspect of the Google Cloud Platform (GCP) is its project-centered organization. Allowing other data scientists to review your models and reproduce your research is a necessary condition of a successful implementation.
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