Karolis Rusenas – Medium

Karolis Rusenas

Karolis Rusenas
in
ITNEXT

Schedulers of Machine Learning — Slurm (setup with Docker)

Recently I had a pleasure working with Slurm (https://www.schedmd.com/) which is a well-known system to train models at scale (tens…

6 min readNov 11, 2023

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The joys of setting up slurm

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Karolis Rusenas
in
ITNEXT

How good are Docker containers in the IoT devices?

Docker containers (also known as OCI containers) are now the most popular way to build and ship applications, whether it’s through plain…

5 min readFeb 1, 2022

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How good are Docker containers in the IoT devices?

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Karolis Rusenas
in
ITNEXT

Deploying ML models to the edge with Lightning Flash

In this tutorial, we will package and deploy a simple model that exposes an HTTP API and serves predictions to a device managed by Synpse.

5 min readSep 23, 2021

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Deploying ML models to the edge with Lightning Flash

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Karolis Rusenas
in
ITNEXT

Secure Jenkins Operator pipelines with Webhook Relay on Kubernetes

In this tutorial, we will configure a Jenkins pipeline on Kubernetes that leverages Jenkins and Webhook Relay operators. Jenkins…

4 min readJul 6, 2020

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Secure Jenkins Operator pipelines with Webhook Relay on Kubernetes

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Karolis Rusenas
in
ITNEXT

Serverless webhook transformation (DockerHub to Slack)

Many Docker registries provide a way to notify team in chat channels when new images are pushed (if you are waiting for a build complete)…

4 min readFeb 28, 2020

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Serverless webhook transformation (DockerHub to Slack)

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Karolis Rusenas
in
ITNEXT

Docker Compose update on Github webhook

Last year I wrote a blog post about combining several tools to automate simple NodeJS app updates on git push. Many users were solving…

5 min readSep 3, 2019

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Docker Compose update on Github webhook

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Karolis Rusenas
in
ITNEXT

Using Google Firestore for a Golang backend application

Usually, when I need a database I just pick Postgres or embedded key-value stores such as the excellent boltdb, badger from dgraph or…

3 min readAug 29, 2019

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Using Google Firestore for a Golang backend application

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Karolis Rusenas
in
ITNEXT

Setting up simple, self-hosted & fast CI/CD solution with Drone

Continuous Integration and Continuous Delivery have been very trendy topics in the DevOps world for the last several years. As more and…

7 min readFeb 11, 2019

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Setting up simple, self-hosted & fast CI/CD solution with Drone

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Karolis Rusenas
in
ITNEXT

Controlling gadgets with Google Home, IFTTT and Node-RED

In this article, I will show you how easy and quick it is to add voice controlled commands to your home/office or any other environment…

5 min readJan 29, 2019

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Controlling gadgets with Google Home, IFTTT and Node-RED

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Karolis Rusenas
in
ITNEXT

Node-RED OwnTracks location tracking without public IP/MQTT

If you want to track your location but don’t want it to be shared with way too many companies that shouldn’t know it, have a look at this…

6 min readJan 9, 2019

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Node-RED OwnTracks location tracking without public IP/MQTT

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Karolis Rusenas

Karolis Rusenas

Founder of webhookrelay.com, keel.sh, helping companies build their products. Expert in Kubernetes, Docker, storage systems and networks

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