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March 9, 2023 3:38 pm
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Exploring small computers and development I came across edge-ml. What is it?
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March 9, 2023 3:40 pm
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Edge machine learning (edge ML) is the process of running machine learning algorithms on computing devices at the periphery of a network to make decisions and predictions as close as possible to the originating source of data. It is also referred to as edge artificial intelligence or edge AI.
In traditional machine learning, we often find large servers processing heaps of data collected from the Internet to provide some benefit, such as predicting what movie to watch next or to label a cat video automatically. By running machine learning algorithms on edge devices like laptops, smartphones, and embedded systems (such as those found in smartwatches, washing machines, cars, manufacturing robots, etc.), we can produce such predictions faster and without the need to transmit large amounts of raw data across a network.