How to enable Kubernetes cluster autoscaling in AWS

In this blog post, you will learn how to configure autoscaling for a Kubernetes cluster running in AWS. In the most common scenarios web applications are not always under the same workload. The number of users varies depending on the time of a day, week, or even year, so to save resources and money it’s […]

OpenFaaS – how to avoid vendor lock-in when doing serverless

Recently serverless computing gets more and more attention and popularity. Thanks to this concept you can increase your productivity because it let you focus almost exclusively on implementing business logic and getting, at the same time, all the enterprise-ready scalability and availability. OpenFaaS is a very interesting player here, as it can be easily deployed […]

Setting up Ubuntu on GPU EC2 in AWS for ML with PyTorch – part 2

In the first part of this post, we showed you how to set up a G2 class EC2 host in the AWS cloud and how to install Tesla GPU drivers for the Ubuntu operating system on it. Now all that’s left to do is to configure the PyTorch environment and run it on the interactive […]

Setting up Ubuntu on GPU EC2 in AWS for ML with PyTorch – part 1

In this post, we will show you how to configure your Ubuntu GPU EC2 instance in Amazon Web Services from start to finish so that you can perform Deep Learning tasks on it. At NubiSoft, we usually implement machine learning with less popular cloud service providers, because AWS is not the cheapest, and the learning […]