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The Coordinator performs attestation on the TensorFlow Serving application running on SGX using Graphene, and provides the application with secrets defined by the Marblerun manifest.
The Administrator encrypts a pre-trained model and uplodas it to Kubernetes file storage
I would swap these two steps. It makes more logical sense to first upload the model to the storage, and then spawn & attest the TensorFlow app. (Also should change the numbering on the diagram.)
The Administrator encrypts a pre-trained model and uplodas it to Kubernetes file storage
Typo: uploads.
Get Marbleruns intermediate certificate to connect to the model server
I would swap these two steps. It makes more logical sense to first upload the model to the storage, and then spawn & attest the TensorFlow app. (Also should change the numbering on the diagram.)
Typo:
uploads
.Typo:
Marbelrun's
.You seem to use a slightly outdated version of Graphene. We now moved (well, in the process of moving) to the Meson build & install. In particular, Graphene is now able to install itself (only the needed binaries and related files) either under
/usr/local/
(default path) or in your specific path via--prefix
. See https://graphene.readthedocs.io/en/latest/building.html#id1 and especially https://graphene.readthedocs.io/en/latest/building.html#additional-build-options.I didn't check the non-Graphene files and commands (like Kubernetes files), but overall looks correct. Thanks for this!
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