Model Serving Architectures and Techniques

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Computer Science - Algorithms

user_zaidmxnl Created by 7 mon ago

Cards in this deck(10)

Which model serving method uses a stateless communication protocol ideal for web services?

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What is a primary advantage of using gRPC over REST APIs for model serving?

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Which model serving technique involves running models locally on devices instead of servers?

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What is a key benefit of serverless deployment for model serving?

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Which model serving method is best suited for real-time inference on low-power devices?

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REST APIs use which format for data exchange?

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What is a disadvantage of using REST APIs compared to gRPC for model serving?

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Which protocol is known for supporting streaming of data, beneficial in model serving?

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How does serverless deployment handle scaling?

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What is a common use-case for edge deployment in model serving?

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