Advanced 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 architecture is known for being lightweight and suitable for low-latency communication?

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In the context of model serving, what is a primary advantage of serverless deployment?

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Which model serving technique is most appropriate for deploying models directly on IoT devices?

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

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How does edge deployment benefit real-time inference in model serving?

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Which protocol is typically used with REST APIs for model serving?

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What is a key characteristic of serverless deployment in model serving?

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In model serving, what differentiates edge deployment from traditional cloud deployment?

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Which model serving method is best suited for applications with intermittent connectivity?

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What is a primary challenge of deploying models using serverless architecture?

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