DevOps

Today, one of the easiest ways to ship logs from a Kubernetes cluster is by using Fluent Bit. Fluent Bit Fluent Bit is the lightweight sibling of Fluentd. It is written in C, uses fewer resources, and is a great fit for running as a DaemonSet in Kubernetes to ship pod logs. Fluent Bit also enriches logs it collects from pods in Kubernetes using a built-in filter called kubernetes, which adds the following information: Pod Name Namespace Container Name Container ID Pod ID Labels Annotations The first four are collected from the pod tag and the last three from the Kubernetes API server. The data is stored in Fluent Bit’s cache, so there isn’t a big overhead on the API server. These records are appended to each log collected from the pods, making them easier to search. ...

Recently I’ve joined a project with real time machine learning inference. The project was set to run on Kubernetes 1.12 on AWS while development and training was made on-premise, and some were made using Docker. When the application was deployed to production we started to see poor performance and began to investigate. It was weird, on the developers machines and in docker everything worked faster. After debugging it for a while I understood that the jvm doesn’t see all available cores inside the pod. while searching for some solutions I found that when running java 8 with and adding some extra JVM_OPTS along with all the rest of the opts it would solve my issue. So I’ve added it to the deployment.yaml file and deployed it again. ...

This blog will run using hugo static site generator project. I am using the theme hugo-PaperMod by adityatelange which is clean, modern, and SEO friendly. The entire blog will be made by using markdown language. The blog will be hosted on Netlify. Netlify offers CI/CD, CDN, Let’s Encrypt SSL and an optional custom domain for free. The code will be saved on Github for free. That is why I think that everyone should blog for free, not using any platform that offers you the same functionality or less, but doesn’t share its revenue on the content you write. ...