guides
keda
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
guides
- What we talk about when we talk about 'root cause'
- The case for using Rust in MLOps
- Using code as documentation to save time and share context
- Publishing your work increases your luck
-
Pest-Driven Development: Learning, Iterating and Project Planning
Write a more complicated test later. Or refactor the test later. When you're in the moment, you want a test that works. Avoid hard coded values in completed tests, but use them when you're making sure your test doesn't break the very time you write it. A failing test is the starting point of the last decision you made, not the final product. Even if the imaginary people who are going to make fun of your code and call you stupid (ignore this if you're not relating, but if you are read this or watch it) are looking at your public github repo, they're not going to your test suites first. That would be insane. So you can be clunky at first.
- Formatters, linters, and compilers: Oh my
- Two years into this career and already frustrated and burnt out (rant)
- Treat accessibility issues as bugs, not feature requests ยท GitHub
keda
-
Ask HN: What's the right way to scale K8s for GPU workloads?
It seems you want something like KEDA (https://keda.sh)
-
Tortoise: Shell-Shockingly-Good Kubernetes Autoscaling
Most just utilize out of the box macro resources available in HPA.
For more advanced use cases there is keda - https://keda.sh/
-
Root Cause Chronicles: Quivering Queue
Thankfully KEDA operator was already part of the cluster, and all Robin had to do was create a ScaledObject manifest targeting the Dispatch ScaleUp event, based on the rabbitmq_global_messages_received_total metric from Prometheus.
-
Five tools to add to your K8s cluster
Keda
- K8s latencies in chained services - Using RL?
-
Best Kubernetes DevOps Tools: A Comprehensive Guide
KEDA introduces event-driven scaling to Kubernetes workloads. It integrates with Kubernetes Horizontal Pod Autoscalers and can scale pods based on external metrics from services like databases and message queues (Kafka, RabbitMQ, MongoDB).
-
Auto-scaling DynamoDB Streams applications on Kubernetes
# update version 2.8.2 if required kubectl apply -f https://github.com/kedacore/keda/releases/download/v2.8.2/keda-2.8.2.yaml
- KEDA
-
What is the difference in production for scale to zero usecases - Keda vs Lambda ?
This is traditionally a AWS Lambda usecase - or an OpenFaas kind of usecase. But very recently i discovered https://keda.sh/ and it seems it is specifically meant for this in a kubernetes environment.
-
Ingesting Data into OpenSearch using Apache Kafka and Go
If you deploy the application to Amazon EKS, you can also consider using KEDA to auto-scale your consumer application based on the number of messages in the MSK topic.
What are some alternatives?
viewi - Unique and efficient front-end framework for PHP
k8s-prometheus-adapter - An implementation of the custom.metrics.k8s.io API using Prometheus
azure-dev - A developer CLI that reduces the time it takes for you to get started on Azure. The Azure Developer CLI (azd) provides a set of developer-friendly commands that map to key stages in your workflow - code, build, deploy, monitor, repeat.
argo - Workflow Engine for Kubernetes
virtualcoffee.io - Public site for Virtual Coffee
istio - Connect, secure, control, and observe services.
azfunc-openapi-on-root - This provides sample codes to show Swagger UI on root (/), instead of /api/swagger/ui
karpenter-provider-aws - Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity.
AzurePolicyTestFramework - A command line tool to test Azure Policy relying on Terraform + Golang
helm - The Kubernetes Package Manager
stories
http-add-on - Add-on for KEDA to scale HTTP workloads