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Advances, Systems and Applications

Table 2 Example of workload and performance requirements

From: Intent-driven cloud resource design framework to meet cloud performance requirements and its application to a cloud-sensor system

Workload

Performance

Type

Features

Amount

Processing time restriction

Processing percentage restriction

Web server

Web page size, etc.

Requests per second

Keep average process time of requests under 1 s

Successful request rate per second

Neural network

Layers, neurons, activation functions, etc.

Number of pixels, number of images, etc.

Keep training time under 10 s

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