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GNU General Public License v3.0 or later | Apache License 2.0 |
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docs
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Knative Serverless in 2024
I could provide a big overview of how Knative works, but in this little tutorial I want to show you the basic installation and configuration and how to deploy your first Knative service.
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The 2024 Web Hosting Report
Serverless functions are now offered by many cloud providers, as well as having options like OpenFaaS, Knative, Apache's Openwhisk and more from the open source community that run in environments ranging from one server all the way up to globally replicated private clusters.
- XFaaS: Hyperscale and Low Cost Serverless Functions at Meta
- Serverless Framework alternatives for data engineering with AWS Lambda?
- Best serverless framework for migrating microservices on Kubernetes in an on-premises open-source environment ?
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I am Kailash Nadh, hobbyist developer, CTO at Zerodha. AMA.
1 - https://knative.dev/docs/
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Serverless Self-Hosted Kubernetes (Small Team)
The usual product I see for serverless on Kubernetes is Knative: https://knative.dev/docs/
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Vendor Independent Serverless for Open Source
Check out Knative.
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I need a custom resource somewhere between a job and cron job -- does it exist?
AWS Lambda Google Cloud Functions https://knative.dev/docs/
- Any ideas for how to complete 100 vCPU-seconds worth of tasks in less than 3 seconds?
keda
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Ask HN: What's the right way to scale K8s for GPU workloads?
It seems you want something like KEDA (https://keda.sh)
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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/
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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.
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Five tools to add to your K8s cluster
Keda
- K8s latencies in chained services - Using RL?
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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).
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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
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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.
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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?
CSharpFunctionalExtensions - Functional extensions for C#
k8s-prometheus-adapter - An implementation of the custom.metrics.k8s.io API using Prometheus
protondb_faq - FAQ for Protondb.com
argo - Workflow Engine for Kubernetes
dxvk-async
istio - Connect, secure, control, and observe services.
OpenFaaS - OpenFaaS - Serverless Functions Made Simple
karpenter-provider-aws - Karpenter is a Kubernetes Node Autoscaler built for flexibility, performance, and simplicity.
xplorer - Xplorer, a customizable, modern file manager
helm - The Kubernetes Package Manager
faasm - High-performance stateful serverless runtime based on WebAssembly
http-add-on - Add-on for KEDA to scale HTTP workloads