Learn Kubernetes Weekly issue 120
Ingesting F1 telemetry UDP in EKS, Scaling infrastructure for millions, Pentesting Docker 101, Atomic ConfigMap updates, How to manage CPU & RAM
26 Feb 2025
⭐️ Don't let infrastructure block your teams. StackGen deterministically generates secure cloud infrastructure from any input - existing cloud environments, IaC or application code
Hi there!
If you are building (and maintaining) Kubernetes platforms, join me this Thursday.
I will dive into the state of multi-tenancy in Kubernetes where I try to compare methodologies and tools.
Articles
Ingesting F1 telemetry UDP real-time data in AWS EKS
Amador Criado
Discover how to build a real-time telemetry data ingestion pipeline using AWS EKS.
Learn about the architecture, design considerations, and workflow for ingesting and processing high-frequency data from the F1 2023 Playstation 4 game.
From chaos to clarity: why resource mapping is key in cloud-to-cloud migrations
Rin Oliver
Discover how resource mapping simplifies cloud-to-cloud migrations, reducing risks, ensuring smooth transitions, and optimizing your infrastructure strategy.
sponsored
Scaling infrastructure for millions: from challenges to triumphs
Ajaychoudhary
In this article, you'll learn how Disney+ Hotstar handled a record-breaking 59m concurrent streams.
Discover the challenges, solutions, and technical choices to achieve this feat, including workload isolation, vertical scaling, and fine-tuning.
This article covers pentesting techniques, including enumeration and exploitation methods, to help you secure your Docker registries and restrict Docker daemon access.
By following these tips, you can improve your Docker security and prevent attacks
Atomic ConfigMap updates in Kubernetes: how symlinks and kubelet make it happen
Gulcan Topcu
In this article, you will discover the differences between mounting ConfigMaps as environment variables, subPath mounts, and volumes, and how to manage updates in real-time
Not enough resources? How to manage CPU and RAM!
Albert Weng
Boost Kubernetes Performance with effective CPU and RAM management.
In this article, you will learn how to use Kubernetes Resource Recommender (KRR) and set optimal requests and limits for your Pods to ensure stability and efficiency
Articles worth checking out:
Migration without misery: the secret sauce for cloud-to-cloud
StackGen
Cloud-to-cloud migrations are slow, messy, and risky.
Manual discovery, endless scripting, and compliance headaches drain time and money. But what if moving workloads was fast, secure, and smooth—without the pain?
Tutorials
Cloud-to-Cloud Migrations: tackling Security Policy challenges and solutions
Rin Oliver
Struggling with security policies in cloud-to-cloud migrations?
This tutorial breaks down common challenges, from identity management to compliance risks, and offers practical solutions to ensure a smooth, secure transition between cloud environments.
sponsored
Exploring WASM-based AI models in Kubernetes with CRI-O
In this article, you'll learn about the integration of WebAssembly (WASM), AI models, and Kubernetes using CRI-O, and how it simplifies the deployment of AI workloads with features like Image Volumes.
Creating highly available etcd cluster
Ashhadali
Learn how to create a highly available ETCD cluster using Vagrant.
Understand ETCD's clustering features, communication, and encryption to gain a deeper insight into creating a highly available cluster
Autoscaling with Knative: leveraging Kubernetes HPA
Azeemwaqar
Discover the power of Knative and HPA for efficient serverless scaling and learn how to automatically scale your apps and improve performance while saving costs.
Distributed training with PyTorch Lightning, TorchX and Kubernetes
Filip Melberg
Learn how to perform distributed training with PyTorch Lightning, TorchX, and Kubernetes to reduce training time and _improve model performance.
Follow this tutorial to get started with distributed training on a remote Kubernetes cluster
More tutorials:
Kubernetes jobs
Product Owner with Corelight
Salary: $182K to $219K a year
Location: based in the office in US
Tech stack: Kubernetes, AWS, Docker, Fluentd, Logstash, Splunk
Platform Engineer with Red Hat
Salary: $260.33K to $429.59K a year
Location: remote from the United States
Tech stack: Kubernetes, OpenShift, Docker, Mongo, Spark, Kafka, Jenkins
Infrastructure Architect with BlackSky
Salary: $180K to $220K a year
Location: remote from the United States
Tech stack: Kubernetes, On-premise
Software Engineer with Pinkoi
Salary: NT$800K to NT$1.6M a year
Location: based in the office in Taipei, TW
Tech stack: Kubernetes, Docker, Python, Mongo, Redis, MySQL, Spark, Elastic Search
Software Engineer with Red Hat
Salary: $163.42K to $269.64K a year
Location: remote from the United States
Tech stack: Kubernetes, AWS, Azure, GCP, Shell, Python, C++
Discover more Kubernetes jobs on Kube Careers →
Code & tools
duplik8s is a tool that allows you to easily duplicate Kubernetes resources, such as Pods, Deployments, and StatefulSets, with overridden commands and configurations.
This makes it a powerful tool for testing, debugging, and development.
HolmesGPT is a tool that investigates incidents and provides root cause analysis for various issues, including Kubernetes, Prometheus, Jira, GitHub, OpsGenie, and PagerDuty alerts.
It uses a large language model (LLM) to gather and analyze data.
Nelm is meant to be a direct replacement for Helm 3, providing first-class Helm chart support yet improving on what Helm 3 offers.
Nelm is based on Helm 3 — some parts of it improved and some, like the deployment subsystem, are rewritten from scratch
kusion: deliver intentions to Kubernetes
Kusion is a modern application delivery and management toolchain that enables developers to specify desired intent in a declarative way and then use consistent workflow to drive continuous deployment through the application lifecycle.
This repository contains the AKS Karpenter Provider, which enables node auto-provisioning using Karpenter on your AKS cluster.
It can be used in two modes:
- Node Auto Provisioning (NAP) mode.
- Self-hosted mode.
Other interesting projects:
Upcoming Kubernetes events
Feb
26
Practical Karpenter Strategies for Large Kubernetes Clusters
In-person meetup organized by Cloud Native Tel Aviv.
Location: Tel Aviv-Yafo, IL
This is a free event.
Feb
27
In-person conference organized by Devworld Conference.
Location: Amsterdam, NL
This event requires an entrance fee
Feb
27
In-person conference organized by TIC.
Location: Berlin, DE
This event requires an entrance fee
Feb
27
The state of multi-tenancy in Kubernetes
Online webinar organized by Learnk8s + Loft Labs.
This is a virtual event
This is a free event.
Feb
28
In-person conference organized by ConFoo.
Location: Montreal, CA
This event requires an entrance fee
Mar
20
Online workshop organized by Learnk8s.
This is a virtual event
This event requires an entrance fee
Discover more Kubernetes events on Kube Events →
Kubernetes Call for Papers
expired
The Call For Paper was open until 31 March 2025 at UTC. More info →
Location: Hamburg, DE
In-person conference organized by Looevent.
The conference starts on the 9 September 2025.
- Apply here
expired
Kubernetes Community Days Czech & Slovak 2025
The Call For Paper was open until 15 March 2025 at UTC. More info →
Location: Prague, CZ
In-person conference organized by KCD Czech & Slovak.
The conference starts on the 5 June 2025.
- Apply here
expired
Kubernetes Community Days New York 2025
The Call For Paper was open until 1 March 2025 at UTC. More info →
Location: New York, NY, USA
In-person conference organized by KCD New York.
The conference starts on the 4 June 2025.
- Apply here
expired
Kubernetes Community Days Bengaluru 2025
The Call For Paper was open until 26 March 2025 at UTC. More info →
Location: Bangalore, IN
In-person conference organized by KCD Bengaluru.
The conference starts on the 7 June 2025.
- Apply here
expired
Kubernetes Community Days Utrecht 2025
The Call For Paper was open until 6 April 2025 at UTC. More info →
This is a virtual event
Online conference organized by KCD Utrecht.
The conference starts on the 3 July 2025.
- Apply here
23
days
The Call For Paper is open until 30 April 2025 at UTC. More info →
Location: Vilnius, LT and virtual
Online & in-person conference organized by Data Miner.
The conference starts on the 20 May 2025.
- Apply here
expired
The Call For Paper was open until 1 March 2025 at UTC. More info →
Location: Barcelona, ES
In-person conference organized by DevBcn.
The conference starts on the 10 July 2025.
- Apply here
expired
The Call For Paper was open until 28 February 2025 at UTC. More info →
Location: Tokyo, JP
In-person conference organized by Devopsdays.
The conference starts on the 15 April 2025.
- Apply here
expired
The Call For Paper was open until 1 March 2025 at UTC. More info →
Location: Prague, CZ
In-person conference organized by Devopsdays.
The conference starts on the 22 May 2025.
- Apply here
Until next time!
— Dan
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