covalent VS Nomad

Compare covalent vs Nomad and see what are their differences.

Nomad

Nomad is an easy-to-use, flexible, and performant workload orchestrator that can deploy a mix of microservice, batch, containerized, and non-containerized applications. Nomad is easy to operate and scale and has native Consul and Vault integrations. (by hashicorp)
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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
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.

covalent

Posts with mentions or reviews of covalent. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.
  • Remote execution of code
    4 projects | /r/Python | 5 Dec 2023
    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
  • Prefect alternatives meant for Slurm (HPC)
    1 project | /r/dataengineering | 11 Jun 2023
    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)
    1 project | news.ycombinator.com | 9 Nov 2022
  • Your strategies for offloading computation
    1 project | /r/Python | 22 Feb 2022
    Came across this new tool exactly for this - https://github.com/AgnostiqHQ/covalent

Nomad

Posts with mentions or reviews of Nomad. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-02.
  • Ask HN: Are there any open source forks of nomad smd consul?
    9 projects | news.ycombinator.com | 2 May 2024
    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.

  • IBM Planning to Acquire HashiCorp
    5 projects | news.ycombinator.com | 23 Apr 2024
    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?

  • Running Docker based web applications in Hashicorp Nomad with Traefik Load balancing
    3 projects | dev.to | 15 Mar 2024
    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.
  • Building HashiCorp Nomad Cluster in Vultr Cloud using Terraform
    2 projects | dev.to | 11 Mar 2024
    Nomad is really awesome!
  • K0s: Kubernetes distro as a single binary with zero host OS dependencies
    1 project | news.ycombinator.com | 1 Jan 2024
    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.
  • Embracing Simplicity: The Advantages of Nomad over Kubernetes
    2 projects | dev.to | 16 Dec 2023
    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.
  • HashiCorp Vault Forked into OpenBao
    8 projects | news.ycombinator.com | 8 Dec 2023
    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

  • Remote execution of code
    4 projects | /r/Python | 5 Dec 2023
    Could this be a solution? nomad
  • Google Kubernetes Engine incident spanning 9 days
    2 projects | news.ycombinator.com | 10 Oct 2023
  • Homebrew deprecate and add caveat for HashiCorp
    7 projects | news.ycombinator.com | 8 Oct 2023
    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?

When comparing covalent and Nomad you can also consider the following projects:

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.