HomeCloud ComputingUnderstanding AI-native cloud: from microservices to model-serving

Understanding AI-native cloud: from microservices to model-serving



Understanding AI-native cloud

AI-native cloud, or cloud-native AI, remains to be a brand new idea, however it’s broadly understood as an extension of cloud native. It’s infrastructure constructed with AI and knowledge as cornerstones, permitting forward-thinking enterprises to infuse AI into their operations, methods, evaluation, and decision-making processes from the very begin.

Variations between AI-native and conventional cloud fashions

Cloud computing has turn into integral to enterprise operations, serving to enterprises scale and undertake new applied sciences. In recent times, many organizations have shifted to a ‘cloud native’ method, that means they’re constructing and working apps straight within the cloud to take full benefit of its advantages and capabilities. Lots of immediately’s fashionable purposes stay in public, non-public, and hybrid clouds.

In response to the Cloud Native Computing Basis (CNCF), cloud native approaches incorporate containers, service meshes, microservices, immutable infrastructure, and declarative APIs. “These methods allow loosely coupled methods which can be resilient, manageable, and observable,” CNCF explains.

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