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Venues of data collection, training and inference in cloud & edge computing 2019

According to a survey of the deployment of artificial intelligence (AI) and machine learning (ML) models in the cloud and edge computing environment, it is found that the collection of data, as well as training and inferencing of AI/ML models take place both at the edge and in the cloud. The computing/networking devices and proximate datacenters at the edge, as well as distant datacenters and public cloud, are places where most data collection, training and inferencing take place.

Where do you make predictions from your trained ML models (i.e., inferencing)? Please select all that apply.

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Sources

Release date

February 2020

Region

Worldwide

Survey time period

2019

Supplementary notes

The source did not provide specific survey information.

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Statistics on "Edge computing"

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