volcano VS kubernetes-operator-roiergasias

Compare volcano vs kubernetes-operator-roiergasias and see what are their differences.

volcano

A Cloud Native Batch System (Project under CNCF) (by volcano-sh)
batch-systems Kubernetes Golang HPC Bigdata Machine Learning gene
Source Code
volcano.sh
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kubernetes-operator-roiergasias

'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition syntax. It is a Go based workflow running on command line or Kubernetes with the help of a custom operator for a quick and automated data pipeline for your machine learning projects (a flavor of MLOps). (by ankursoni)
Golang Kubernetes Docker Terraform Helm aws-eks efs S3 noops kubernetes-operator Machine Learning Workflow Pipelines mlops-workflow Mlops
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volcano kubernetes-operator-roiergasias
2 1
3,744 7
3.3% -
9.1 4.8
4 days ago almost 3 years ago
Go Go
Apache License 2.0 GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

volcano

Posts with mentions or reviews of volcano. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-19.
  • Can we specify nodeSelector inline for a kubectl command
    2 projects | /r/kubernetes | 19 Aug 2022
    Also, if you are creating bare pods, this sounds like batch scheduling and you should consider using Jobs instead, to have a pod controller. And then you could also consider the https://volcano.sh/ scheduler if it has a fitting scheduling plugin for your use case.
  • My Journey With Spark On Kubernetes... In Python (1/3)
    4 projects | dev.to | 12 Apr 2021
    For our experiments, we will use Volcano which is a batch scheduler for Kubernetes, well-suited for scheduling Spark applications pods with a better efficiency than the default kube-scheduler. The main reason is that Volcano allows "group scheduling" or "gang scheduling": while the default scheduler of Kubernetes schedules containers one by one, Volcano ensures that a gang of related containers (here, the Spark driver and its executors) can be scheduled at the same time. If for any reason it is not possible to deploy all the containers in a gang, Volcano will not schedule that gang. This article explains in more detail the reasons for using Volcano.

kubernetes-operator-roiergasias

Posts with mentions or reviews of kubernetes-operator-roiergasias. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing volcano and kubernetes-operator-roiergasias you can also consider the following projects:

kube-batch - A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

spark-operator - Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

helm-s3 - ⎈ Helm plugin that adds support for AWS S3 as a chart repository.

argo - Workflow Engine for Kubernetes

nifikop - The NiFiKop NiFi Kubernetes operator makes it easy to run Apache NiFi on Kubernetes. Apache NiFI is a free, open-source solution that support powerful and scalable directed graphs of data routing, transformation, and system mediation logic.

singularity-cri - The Singularity implementation of the Kubernetes Container Runtime Interface

csi-s3 - A Container Storage Interface for S3

warewulf - Warewulf is a stateless and diskless container operating system provisioning system for large clusters of bare metal and/or virtual systems.

keel - Kubernetes Operator to automate Helm, DaemonSet, StatefulSet & Deployment updates

charts - ⚠️(OBSOLETE) Curated applications for Kubernetes

Orkestra - Orkestra is a cloud-native release orchestration and lifecycle management (LCM) platform for the fine-grained orchestration of inter-dependent helm charts and their dependencies

volcano vs kube-batch kubernetes-operator-roiergasias vs flyte volcano vs spark-operator kubernetes-operator-roiergasias vs helm-s3 volcano vs argo kubernetes-operator-roiergasias vs nifikop volcano vs singularity-cri kubernetes-operator-roiergasias vs csi-s3 volcano vs warewulf kubernetes-operator-roiergasias vs keel volcano vs charts kubernetes-operator-roiergasias vs Orkestra