Introducing Intel Nauta: A Kubernetes-Powered Deep Learning Platform

Intel has released a new platform dubbed Nauta that lets data scientists and developers use Kubernetes and Docker to conduct distributed deep learning (DL) at scale. Its client software, open sourced today under an Apache 2.0 licence, can run on Ubuntu 16.04, Red Hat 7.5, MacOS High Sierra and Windows 10. It supports both batch and streaming inference, its GitHub repo shows. Streaming inference entails deploying a model on a system and processing singular data as it is received). Hugely popular orchestration engine Kubernetes, originally developed by Google, makes it easier to build and deploy container-based applications.