In this tutorial, I will walk you through the steps involved in hosting a PyTorch model on Amazon Web Services’ EC2 backed by an EFS file system. This article is a part of the series on making AWS Lambda functions stateful with Amazon EFS (Part 1, Part 2).
In this tutorial, I will walk you through the steps involved in creating an Amazon EFS file system and mounting it in an EC2 instance. This article is a part of the series on making AWS Lambda functions stateful with Amazon EFS.
Amazon Web Services’ Lambda is one of the first serverless platforms in the industry. Since its launch in 2014, Amazon has added multiple features to make it the most mature Functions as a Service (FaaS).
Networking is a challenge that has declined over the years, although Kubernetes users continued to assess ingress providers. In fact, while a Kubernetes user had an average of 1.5 ingress providers, the 28% of respondents who cited networking as a challenge had on average 3 ingress providers.
Docker Engine (now Docker-CE) is one of the most popular container runtimes used by container management platforms. Frakti is a hypervisor-based container runtime for Kubernetes which provides a stronger isolation by running pods in dedicated VMs. Apart from these, other choices include Kata Containers and runC.
Implementation challenges were common for early adopters of third-party, best-of-breed solutions. As time goes on, it will be interesting to evaluate how effective the new players will be. It could impact the ability of cloud and traditional storage companies to retain their customers in this segment.
This is the last installment of the 4-part series where we configure and deploy an AIoT workload running on cloud native edge infrastructure.
In the previous part of this series, I introduced the core building blocks of cloud native edge computing stack: K3s, Project Calico, and Portworx.
This tutorial will walk you through the steps involved in installing and configuring this software on an edge cluster, a set of Intel NUC mini PCs running Ubuntu 18.04. This infrastructure can be used for running reliable, scalable, and secure AI and IoT workloads at the edge.
Customizing K3s Installation for Calico
By default, K3s will run with flannel as the Container Networking Interface (CNI), using VXLAN as the default backend. We will replace that with a CNI-compliant Calico.
Read the entire article at The New Stack
Janakiram MSV is an analyst, advisor, and architect. Follow him on Twitter, Facebook and LinkedIn.
Kubernetes is fast becoming the preferred infrastructure for edge computing. The promise of agility, scale, and security is getting extended to the edge infrastructure. K3s, Portworx, and Calico form the core of the modern, cloud native edge computing stack.