This post demonstrates a *basic* example of how to build a deep learning model with Keras, serve it as REST API with Flask, and deploy it using Docker and Kubernetes. This is NOT a robust, production example. This is a quick guide for anyone out there who has heard about Kubernetes but hasn’t tried it out yet. To that end, I use Google Cloud for every step of this process.
Continuing the trend from last year, in 2019 we see more organizations riding the wave of Serverless and Kubernetes, and many are starting to see tangible results. The widespread adoption of these technologies, however, has only just begun. Below, we examine five trends in serverless that are sure to impact the way organizations develop and deliver software for years to come.
New technologies often require changes in security practices. What is remarkable about containers and Kubernetes, is that they also provide the potential for enhancing and improve existing security practices. In this post, I will share a model that we use at Nirmata to help customers understand security concerns and plan Kubernetes implementations that are secure.
More developers are keen on practices in terms of how they modernize monolith application into microservices easier, quicker, and smoothly. There are many microservices development frameworks such as Spring Boot and Linux container, container orchestration tools make it faster for your Microservices journey.
Serverless computing is all the rage at the moment, and why wouldn’t it be? The idea of deploying code without having to worry about anything like servers, or that pesky infrastructure everyone complains about seems pretty appealing. If you’ve ever used AWS lamdba or one of its related cousins, you’ll be able to see the freedom that triggering functions on events brings you.
Docker 18.09 offers the possibility for a Docker client to communicate with a remote daemon via ssh. Here’s how.
Calico is a popular CNI plugin for Kubernetes. It leverages Border Gateway Protocol (BGP) for communicating routes available on nodes. This method fosters a highly scalable networking model between our workloads.
A proper container security strategy involves evaluating all components in the system.
In this blog post, I will focus on configuring OpenEBS as a persistent storage option on the open-source self-managed OpenShift Origin and deploy a stateful workload (MongoDB) both from CLI and custom catalog template using OpenEBS storage classes.
We are very excited to announce Calico v3.6. Here are some highlights from the release.
