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docs/reports/reports/cloud-recommendation-engine.mdx

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import ThemedImage from '@theme/ThemedImage'
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## What is the Cloud Recommendation Engine?
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## What Is the Cloud Recommendation Engine?
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The Cloud Recommendation Engine is a powerful feature that can provide you with exactly the details you need to plan your next cloud migration, compare costs between Amazon AWS, Microsoft Azure, Google Cloud Platform, Oracle, and VMware Cloud on AWS cloud platforms, and right-size your next cloud deployment.
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- The Cloud Recommendation Engine leverages Device42's industry-leading autodiscovery and resource utilization data to understand your workloads. You can now also select Business Applications you have created as an option when you run a CRE report. This simplifies moving devices in groups, waves, or by logical groupings defined by applications.
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- Cloud instance recommendations are provided for Amazon AWS, Microsoft Azure, Google Cloud Platform, Oracle, and VMware Cloud on AWS cloud platforms (including instance sizing recommendations and pricing information).
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- Instance recommendations are calculated based on a combination of your observed workloads (CPU, RAM, HDD, NIC, and so on), and utilizing Resource Utilization data, if available, plus a user-selected **Safety Factor** you can select via the slider (for example, if your current instance peaks at 16GB RAM usage, and you chose 50% safety factor, CRE will size cloud instance at 24GB).
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- Instance recommendations are calculated based on a combination of your observed workloads (CPU, RAM, HDD, NIC, and so on) and Resource Utilization data (if available), plus a user-selected **Safety Factor** that you can set via the slider. For example, if your current instance peaked at 16GB RAM usage and you chose a 50% safety factor, CRE would size the cloud instance at 24GB.
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- CRE reports now include the following monthly and annual cost information for all vendors:
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- On-Demand Instance Cost

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