Once you connected your Application with Service following steps like those outlined in Connecting Applications with Services, you have a continuously running, replicated application, that is exposed on a network. This tutorial helps you look at the termination flow for Pods and to explore ways to implement graceful connection draining. Termination process for Pods and their endpoints There are often cases when you need to terminate a Pod - be it to upgrade or scale down.

Overview A kubelet's HTTPS endpoint exposes APIs which give access to data of varying sensitivity, and allow you to perform operations with varying levels of power on the node and within containers. This document describes how to authenticate and authorize access to the kubelet's HTTPS endpoint. Kubelet authentication By default, requests to the kubelet's HTTPS endpoint that are not rejected by other configured authentication methods are treated as anonymous requests, and given a username of system:anonymous and a group of system:unauthenticated.

Saving and Loading Gluon Models Training large models take a lot of time and it is a good idea to save the trained mo...

Parameter Management The ultimate goal of training deep neural networks is finding good parameter values for a given ...

Blocks Custom Layers Hybridize Initialization Parameter and Block Naming Layers and Blocks Parameter Management Savin...

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Production-Grade Container Orchestration

Production-Grade Container Orchestration

Run on Amazon SageMaker This chapter will give a high level overview about running MXNet on Amazon SageMaker, in-dept...

Array creation routines Ones and zeros eye (N[, M, k, dtype, device]) Return a 2-D array with ones on the diagonal an...