armada
karmada
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| armada | karmada | |
|---|---|---|
| 8 | 11 | |
| 414 | 4,101 | |
| 5.1% | 3.8% | |
| 9.7 | 9.7 | |
| 5 days ago | 5 days ago | |
| Go | Go | |
| Apache License 2.0 | Apache License 2.0 |
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.
armada
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job scheduling for scientific computing on k8s?
Armada could be an alternative: https://armadaproject.io/
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OpenAI, Scaling Kubernetes to 7,500 nodes
To overcome the limitations on cluster size in Kubernetes, folks may want to look at the Armada Project ( https://armadaproject.io/ ). Armada is a
- Kubernetes was never designed for batch jobs
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Kubernetes Was Never Designed for Batch Jobs
Another aspect of batch jobs is that we’ll often want to run distributed computations where we split our data into chunks and run a function on each chunk. One popular option is to run Spark, which is built for exactly this use case, on top of Kubernetes. And there are other options for additional software to make running distributed computations on Kubernetes easier.
- Armada
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Karmada: Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration
The naming sounds very similar to this project: https://github.com/G-Research/armada
- Queue batch job that would exceed namespace quota.
karmada
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Mirantis Unveils K0smotron: An Open-Source Kubernetes Management Project
Sounds similiar to Karmada, which we use at EdgeNode.com
https://karmada.io/
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Scaling Kubernetes to multiple clusters and regions
To tackle the first (scheduling workloads), I used Karmada.
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Why Clusterpedia —— Complex resource search across Multi-Cluster with Kubernetes OpenAPI compatibility
Clusterpedia can be deployed as a standalone platform or integrated with Cluster API, Karmada, Clusternet and other multi-cloud platforms
- Connect clusters around the world
- NSA Kubernetes Hardening Guidance [pdf]
- karmada-io/karmada: Run cloud-native applications across multiple clusters and clouds, with no changes to your application
- karmada-io/karmada
- Karmada: Open, Multi-Cloud, Multi-Cluster Kubernetes Orchestration
What are some alternatives?
kube-batch - A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
rancher - Complete container management platform
madaidans-insecurities.github.io
cluster-api - Home for Cluster API, a subproject of sig-cluster-lifecycle
argo - Workflow Engine for Kubernetes
crossplane - The Cloud Native Control Plane
kueue - Kubernetes-native Job Queueing
kubefed - Kubernetes Cluster Federation
magic-wormhole - get things from one computer to another, safely [Moved to: https://github.com/magic-wormhole/magic-wormhole]
kcp - Kubernetes-like control planes for form-factors and use-cases beyond Kubernetes and container workloads.
slurm - Slurm: A Highly Scalable Workload Manager
service-fabric - Service Fabric is a distributed systems platform for packaging, deploying, and managing stateless and stateful distributed applications and containers at large scale.