cromwell
Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments (by broadinstitute)
scheduler-plugins
Repository for out-of-tree scheduler plugins based on scheduler framework. (by kubernetes-sigs)
| cromwell | scheduler-plugins | |
|---|---|---|
| 2 | 2 | |
| 959 | 1,016 | |
| 1.1% | 2.3% | |
| 8.9 | 8.6 | |
| about 8 hours ago | 7 days ago | |
| Scala | Go | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
cromwell
Posts with mentions or reviews of cromwell.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-22.
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I have decided to connect my future with Scala (if possible), need little advice
What about https://github.com/broadinstitute/cromwell ?
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Volcano vs Yunikorn vs Knative
Volcano is a batch scheduler on top of Kube-batch targetting spark-operator, plain old MPI, chinesium paddlepaddle, and Kromwell HPC.
scheduler-plugins
Posts with mentions or reviews of scheduler-plugins.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-03.
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Volcano vs Yunikorn vs Knative
tldr; Knative Batch Job provider should support the respective coscheduling and kube-batch support. We had developed an in-house one for KubeFlow, from scratch. We had added Apache Arrow support into knative-serving with the respective CloudEvents interop layer, natively (i.e. secure shmem via IPC namespace, instead of message passing on the same host). We use it as a direct replacement for Apache Arrow Ballista, and had planned researching further DataFusion compat layer. Almost any modern ETL is pretty dubious without Apache Arrow.
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Schedule on Least Utilized Node
I also looked into the scheduler plugin NodeResourcesAllocatable with the „Least“ option. This seems to be the solution to our problem, but I don‘t get how this can be applied. Our cluster is running on in-house nodes, however it is managed via Mirantis, so I don‘t know whether we could actually apply scheduler configurations.
What are some alternatives?
When comparing cromwell and scheduler-plugins you can also consider the following projects:
fancy-mouse-boot-rom - Free MCPX boot ROM implementation to load an Xbox BIOS on an Xbox console
descheduler - Descheduler for Kubernetes
trading - 💱 Trading application written in Scala 3 that showcases an Event-Driven Architecture (EDA) and Functional Programming (FP)
descheduler - Descheduler for Kubernetes [Moved to: https://github.com/kubernetes-sigs/descheduler]
kube-batch - A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
arena - A CLI for Kubeflow.