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A comparison with AWS's own offering (SageMaker Model Serving) would be helpful.
by scribu 7y ago
A comparison with AWS's own offering (SageMaker Model Serving) would be helpful.
- ospillinger 7y agoWe solve a similar problem to SageMaker but we are focused on developer experience and flexibility. - Deployments are defined with declarative configuration and no custom Docker images are required (although you can use your own if you want) - You have full access to the instances, autoscaling groups, security groups, etc - Less tied to AWS (GCP support is in the works) - We are working on higher level features like prediction monitoring, alerting, and model retraining - It's open source and free vs SageMaker's ~40% markup