Arena Alternatives

Similar projects and alternatives to arena based on common topics and language

PaddlePaddle

6 21,616 10.0 C++ arena VS PaddlePaddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
kube-batch

3 1,057 4.0 Go arena VS kube-batch

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

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
determined

10 2,861 9.9 Go arena VS determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
cromwell

2 958 8.9 Scala arena VS cromwell

Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments
ML-Workspace

7 3,324 2.7 Jupyter Notebook arena VS ML-Workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.
scheduler-plugins

2 1,012 8.6 Go arena VS scheduler-plugins

Repository for out-of-tree scheduler plugins based on scheduler framework.
mpi-operator

1 396 7.3 Go arena VS mpi-operator

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better arena alternative or higher similarity.

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arena reviews and mentions

Posts with mentions or reviews of arena. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-03.

Volcano vs Yunikorn vs Knative
5 projects | /r/kubernetes | 3 May 2023

tldr; you should start with KubeFlow 99% of the time. The respective job scheduling workflows (including volano) can be managed with Kubeflow Arena. Vulcano is ok, but I personally prefer Nvidia's Merlin + Triton inference on top of ONNX and MS ONNX Runtime. I do like to train with GPU's on Merlin in GKE (TabularNV and HugeCTR's tbe), and run TFKeras ReLu models on CPU's with OpenVino on AWS EKS, to optimize costs a bit. I do use Kubeflow on top of TektonCD for OpenShift, while some folks do prefer Argo Workflows and Apache Airflow, in the end - it's all DAG pipelines, so doesn't really matter.