covalent
Nomad
covalent | Nomad | |
---|---|---|
4 | 95 | |
692 | 14,450 | |
2.5% | 0.7% | |
8.6 | 9.9 | |
7 days ago | 4 days ago | |
Python | Go | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
covalent
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Remote execution of code
Pretty interesting request, if SSH is not used, i would try using something like dask which uses tcp to connect and execute assuming your workers are in another machine.I also think something like covalent can be used to extend your own custom plugin in their ecosystem to connect how you want. We have a very custom private plugin written on top of covalent's to have a custom protocol to connect our central on-prem GPU machines to our local laptops that is rpc based, mostly for high performance as well as some mandate security from where the GPU machines are. Once done it is pretty much something like
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Prefect alternatives meant for Slurm (HPC)
Does anyone here have any suggestions of alternatives tailored for Slurm on HPC? I know Covalent is one option, but I'm curious about others as well. Ideally the platform should be Pythonic, have a GUI, and be reasonably active/well-maintained.
- Show HN: Covalent – distributed computing for ML, HPC and Quantum (open source)
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Your strategies for offloading computation
Came across this new tool exactly for this - https://github.com/AgnostiqHQ/covalent
Nomad
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Ask HN: Are there any open source forks of nomad smd consul?
Doesn't look like it.
* https://github.com/hashicorp/nomad/forks
* https://github.com/search?q=nomad%20fork&type=repositories
* https://www.google.com/search?q=hashicorp+nomad+forks
There are products that do similar things of course.
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IBM Planning to Acquire HashiCorp
I don't have any further insight, but looking at <https://github.com/hashicorp/nomad/forks?include=active&page...> coughed up https://github.com/atlassian/nomad/branches although confusingly it says "updated last week" but browsing any one of the branches seems to be stupid old so I got nothing
Finding conceptual forks, e.g. $(git push --mirror ...) would be trickier but I bet sourcegraph could do it
Ultimately, the question boils down to: what risk are you driving down: hitching your wagon to a dead stack, not getting security updates, not getting PRs merged, $other?
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Running Docker based web applications in Hashicorp Nomad with Traefik Load balancing
In previous post, we discussed creating a basic Nomad cluster in the Vultr cloud. Here, we will use the cluster created to deploy a load-balanced sample web app using the service discovery capability of Nomad and its native integration with the Traefik load balancer. The source code is available here for the reference.
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Building HashiCorp Nomad Cluster in Vultr Cloud using Terraform
Nomad is really awesome!
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K0s: Kubernetes distro as a single binary with zero host OS dependencies
I only heard of this today, but it looks really interesting. It seems to finally get Kubernetes a bit closer to something like https://www.nomadproject.io/ in terms of complexity to install and operate.
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Embracing Simplicity: The Advantages of Nomad over Kubernetes
In the rapidly evolving landscape of container orchestration and management, two prominent players have emerged: Kubernetes and HashiCorp's Nomad. While Kubernetes has gained widespread adoption and popularity, Nomad provides a compelling alternative that stands out for its simplicity and efficiency. In this blog post, we'll explore the advantages of using Nomad over Kubernetes and why it might be the right choice for certain use cases.
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HashiCorp Vault Forked into OpenBao
I can't discern how many are just those "dependabot" bumps but the 1400 forks show some are active https://github.com/hashicorp/nomad/forks?include=active&page... including CircleCI who I would think have a stake in a libre Nomad https://github.com/circleci/nomad/tree/circleci/release-1.5....
Now maybe their goals don't align with the community, and/or they don't want to be in the maintainer business for such a project, but better than nothing
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Remote execution of code
Could this be a solution? nomad
- Google Kubernetes Engine incident spanning 9 days
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Homebrew deprecate and add caveat for HashiCorp
It worth noting that Nomad UI(a official web admin panel) has log tailing utility built-in so maybe partial work has already been done. The developers may have other concerns.
The related issue is https://github.com/hashicorp/nomad/issues/10220
What are some alternatives?
SmartSim - SmartSim Infrastructure Library.
k3s - Lightweight Kubernetes
kestra - Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.
Rundeck - Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts
cadence-python - Python framework for Cadence Workflow Service
Dkron - Dkron - Distributed, fault tolerant job scheduling system https://dkron.io
mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
Docker Compose - Define and run multi-container applications with Docker
dagster - An orchestration platform for the development, production, and observation of data assets.
dapr - Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.
bytehub - ByteHub: making feature stores simple
podman - Podman: A tool for managing OCI containers and pods.