#kubeflow — Public Fediverse posts

We are excited to announce support for Flux for #Kubeflow v2.2 to enable AI/ML workloads paired with #HPC simulation in #Kubernetes! 🥳

https://bsky.app/profile/vsoch.bsky.social/post/3mhssklh5xk2q

See the full post above to learn more, or jump into the demo! https://youtu.be/NbP0NdSDwog?si=DLHkdtYVnWa5lobg

We are excited to announce support for Flux for #Kubeflow v2.2 to enable AI/ML workloads paired with #HPC simulation in #Kubernetes! 🥳

https://bsky.app/profile/vsoch.bsky.social/post/3mhssklh5xk2q

See the full post above to learn more, or jump into the demo! https://youtu.be/NbP0NdSDwog?si=DLHkdtYVnWa5lobg

Как мы готовили Kubernetes под ML-нагрузки: пошаговый гайд (и что пошло не так)

Привет! Я Дмитрий, инженер и руководитель направления MLOps в Совкомбанке. Специализируюсь на разработке и эксплуатации ML-платформ на базе Kubernetes и GPU. С 2010 года в ИТ: строю инфраструктуру для машинного обучения, внедряю Kubeflow и GPU-оператор, настраиваю MIG на H100 в корпоративных средах с повышенными требованиями к безопасности и надежности. В последние годы фокусируюсь на оптимизации ML-пайплайнов, повышении утилизации GPU (включая MIG-профили) и интеграции MLOps-практик в процессы продуктовых команд. В 2022 году в некоторых командах разработки уже существовали проекты с применением ИИ, но как отдельные компоненты, не хватало единой платформы управления. По мере роста количества и сложности бизнес-задач возникла необходимость в создании ML-платформы как сервиса с едиными стандартами авторизации. Мы изучили доступные инструменты, попытались объединить их в одном Kubernetes-кластере, столкнулись с рядом ограничений — и в итоге пришли к архитектуре на базе Kubeflow и GPU-оператора. В статье рассказываем, какие сложности были в ходе проекта, как выстроили работу с Kubeflow, настраивали H100 с MIG-разделением и что важно учесть, если вы планируете строить ML-платформу на bare-metal-GPU в корпоративной среде.

https://habr.com/ru/companies/sovcombank_technologies/articles/994534/

#MLOps #DevOps #Kubernetes #Kubeflow #GPU #NVIDIA #H100 #MIG #baremetal #GPUоператор

Building something with #AI? 🤖

We are looking for speakers for the Artificial Intelligence and Data Science track at #DevConf_CZ 2026!

We welcome contributors to share insights on everything from data processing pipelines to the latest in agentic AI.

Whether you are working on novel architectures, model training, or scaling with Open Data Hub, #MLOps, and #Kubeflow - we want to hear from you.

Share your expertise with the community and submit your proposal here:

👉 https://pretalx.devconf.info/devconf-cz-2026/cfp

Building something with #AI? 🤖

We are looking for speakers for the Artificial Intelligence and Data Science track at #DevConf_CZ 2026!

We welcome contributors to share insights on everything from data processing pipelines to the latest in agentic AI.

Whether you are working on novel architectures, model training, or scaling with Open Data Hub, #MLOps, and #Kubeflow - we want to hear from you.

Share your expertise with the community and submit your proposal here:

👉 https://pretalx.devconf.info/devconf-cz-2026/cfp

Red Hat AI 3 is GA!

https://docs.redhat.com/en/documentation/red_hat_ai/3

#RedHat #RedHatAI #RHAIIS #OpenShift #OpenShiftAI #vLLM #KServe #Kubeflow #llmd #AI #GenAI #AIPlatform #OpenSource #OpenSourceAI

Red Hat AI 3 is GA!

https://docs.redhat.com/en/documentation/red_hat_ai/3

#RedHat #RedHatAI #RHAIIS #OpenShift #OpenShiftAI #vLLM #KServe #Kubeflow #llmd #AI #GenAI #AIPlatform #OpenSource #OpenSourceAI

Docker democratiza a cibersegurança com acesso ilimitado às Hardened Images
🔗 https://tugatech.com.pt/t72485-docker-democratiza-a-ciberseguranca-com-acesso-ilimitado-as-hardened-images

#ataque #base #blog #docker #hardening #kafka #kubeflow #postgresql #programação #python #segurança #sem #software #tecnologia #vulnerabilidades 

Docker democratiza a cibersegurança com acesso ilimitado às Hardened Images
🔗 https://tugatech.com.pt/t72485-docker-democratiza-a-ciberseguranca-com-acesso-ilimitado-as-hardened-images

#ataque #base #blog #docker #hardening #kafka #kubeflow #postgresql #programação #python #segurança #sem #software #tecnologia #vulnerabilidades 

🙌 Huge thanks to everyone who contributed to this journey from writing code, reviewing docs, to supporting governance and community growth.

Stay tuned! We’ll be publishing a detailed announcement blog soon with more insights on what this means for users, contributors, and the future of model serving on Kubernetes.

For now: thank you to the community for making this possible. 💙

#KServe #CNCF #OpenSource #ModelServing #AI #MLOps #CloudNative #Kubeflow #Kubernetes #k8s Kubeflow

🙌 Huge thanks to everyone who contributed to this journey from writing code, reviewing docs, to supporting governance and community growth.

Stay tuned! We’ll be publishing a detailed announcement blog soon with more insights on what this means for users, contributors, and the future of model serving on Kubernetes.

For now: thank you to the community for making this possible. 💙

#KServe #CNCF #OpenSource #ModelServing #AI #MLOps #CloudNative #Kubeflow #Kubernetes #k8s Kubeflow

Updating stickers on laptops... let's see how many I can tag

@matrix @ansible @InstructLab @thinkpadmuseum @trustyai @github @fedora

#ramalama #docling #vllm #llmd #pytorch #NERC #redhat #ospo #upstream #ansible #thinkpad #womeninfedora #expo2025 #kubeflow #trustyAI #cushingcenter #operationstickybusiness

Updating stickers on laptops... let's see how many I can tag

@matrix @ansible @InstructLab @thinkpadmuseum @trustyai @github @fedora

#ramalama #docling #vllm #llmd #pytorch #NERC #redhat #ospo #upstream #ansible #thinkpad #womeninfedora #expo2025 #kubeflow #trustyAI #cushingcenter #operationstickybusiness

PyTorch on Kubernetes: Kubeflow Trainer Joins the PyTorch Ecosystem

https://pytorch.org/blog/pytorch-on-kubernetes-kubeflow-trainer-joins-the-pytorch-ecosystem/

#Pytorch #Kubeflow #Kubernetes #Linux #Python #OpenSource #AI

PyTorch on Kubernetes: Kubeflow Trainer Joins the PyTorch Ecosystem

https://pytorch.org/blog/pytorch-on-kubernetes-kubeflow-trainer-joins-the-pytorch-ecosystem/

#Pytorch #Kubeflow #Kubernetes #Linux #Python #OpenSource #AI

This week I had my article published in the Kubeflow blog. It takes you through the entire #AI / #ML lifecycle using #Kubeflow.

And you don't need a real cluster. You can run the complete pipeline on your laptop.

https://blog.kubeflow.org/fraud-detection-e2e/

ICYMI: @madkiss shows you how to kick-start your AI projects with Kubeflow
https://www.admin-magazine.com/Archive/2025/85/Kick-start-your-AI-projects-with-Kubeflow?utm_source=mam
#AI #Kubeflow #MachineLearning #OpenSource #infrastructure

ICYMI: @madkiss shows you how to kick-start your AI projects with Kubeflow
https://www.admin-magazine.com/Archive/2025/85/Kick-start-your-AI-projects-with-Kubeflow?utm_source=mam
#AI #Kubeflow #MachineLearning #OpenSource #infrastructure

Excited to share that I am speaking at KubeCon Europe in London next month! Looking forward to catching up with friends and collaborators! You can find me at the following sessions 🧵 #KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s @kubernetes.io #KServe #Kubeflow @cncf.io

ADMIN 85: Monitoring is available now. We look at infrastructure and systems monitoring and evaluate the
tools needed to scale or store data in the long term for analysis.
https://mailchi.mp/admin-magazine.com/admin-magazine-preview-issue-85-monitoring
#sysadmin #monitoring #Bloonix #Prometheus #Talos #Kubeflow #Kubernetes #AI #Podman #security #Keras #Fedora

ADMIN 85: Monitoring is available now. We look at infrastructure and systems monitoring and evaluate the
tools needed to scale or store data in the long term for analysis.
https://mailchi.mp/admin-magazine.com/admin-magazine-preview-issue-85-monitoring
#sysadmin #monitoring #Bloonix #Prometheus #Talos #Kubeflow #Kubernetes #AI #Podman #security #Keras #Fedora

Achieve better large language model inference with fewer GPUs

"we achieved approximately 55-65% of the throughput on a server config that is approximately 15% of the cost"

https://www.redhat.com/en/blog/achieve-better-large-language-model-inference-fewer-gpus

#OpenShiftAI #RedHat #OpenShift #AI #Kubernetes #vllm #kubeflow #kserve

Achieve better large language model inference with fewer GPUs

"we achieved approximately 55-65% of the throughput on a server config that is approximately 15% of the cost"

https://www.redhat.com/en/blog/achieve-better-large-language-model-inference-fewer-gpus

#OpenShiftAI #RedHat #OpenShift #AI #Kubernetes #vllm #kubeflow #kserve

Get ready for KubeCon next week! Below are the three talks I'll be presenting! See you there! https://github.com/terrytangyuan/public-talks

- Cloud Native AI Day Keynote: Advancing Cloud Native AI Innovation Through Open Collaboration, sponsored by Red Hat

- Unlocking Potential of Large Models in Production with Adam Tetelman

- WG Serving: Accelerating AI/ML Inference Workloads on Kubernetes with Eduardo Arango

#KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s #KServe #Kubeflow

Get ready for KubeCon next week! Below are the three talks I'll be presenting! See you there! https://github.com/terrytangyuan/public-talks

- Cloud Native AI Day Keynote: Advancing Cloud Native AI Innovation Through Open Collaboration, sponsored by Red Hat

- Unlocking Potential of Large Models in Production with Adam Tetelman

- WG Serving: Accelerating AI/ML Inference Workloads on Kubernetes with Eduardo Arango

#KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s #KServe #Kubeflow

AI/ML Innovation in the Kubernetes Ecosystem

https://dzone.com/articles/ai-ml-innovation-in-the-kubernetes-ecosystem

#Kubernetes #OpenShift #AI #OpenShiftAI #RedHat #Kubeflow #Kserve #PyTorch #Ray #Feast #Jupyter

AI/ML Innovation in the Kubernetes Ecosystem

https://dzone.com/articles/ai-ml-innovation-in-the-kubernetes-ecosystem

#Kubernetes #OpenShift #AI #OpenShiftAI #RedHat #Kubeflow #Kserve #PyTorch #Ray #Feast #Jupyter

Best Open Source Tools for Artificial Intelligence

https://www.simplyblock.io/blog/open-source-tools-for-artificial-intelligence/

Excited to share that I am starting my two-year term on the #Kubeflow Steering Committee on behalf of Red Hat!

Johnu George (Nutanix), Andrey Velichkevich (Apple), and I have been collaborating for years on various Kubeflow subprojects and I look forward to working with them more closely.

Together with the Kubeflow community, #CNCF ecosystem projects, organizations, and partners, I am confident that we will steer the project towards a successful CNCF journey.

#MLOps #MachineLearning #AI

Excited to share that I am starting my two-year term on the #Kubeflow Steering Committee on behalf of Red Hat!

Johnu George (Nutanix), Andrey Velichkevich (Apple), and I have been collaborating for years on various Kubeflow subprojects and I look forward to working with them more closely.

Together with the Kubeflow community, #CNCF ecosystem projects, organizations, and partners, I am confident that we will steer the project towards a successful CNCF journey.

#MLOps #MachineLearning #AI

Implement MLOps with Kubeflow Pipelines https://developers.redhat.com/articles/2024/01/25/implement-mlops-kubeflow-pipelines
#mlops #kubeflow #Kubernetes #aiml

Implement MLOps with Kubeflow Pipelines https://developers.redhat.com/articles/2024/01/25/implement-mlops-kubeflow-pipelines
#mlops #kubeflow #Kubernetes #aiml

You’ll explore key concepts and patterns behind successful distributed #MachineLearning systems, and learn @kubernetesio, @TensorFlow, @Kubeflow, and @argoproj Workflows directly from a key #OpenSource maintainer and contributor. #TensorFlow #Kubernetes #Kubeflow #ArgoWorkflows

https://fmind.medium.com/how-to-install-kubeflow-on-apple-silicon-3565db8773f3 - installing #KubeFlow, #ML workflow for #Kubernetes. It can get a bit tricky. Thanks for the walk-through https://www.linkedin.com/in/fmind-dev/

https://fmind.medium.com/how-to-install-kubeflow-on-apple-silicon-3565db8773f3 - installing #KubeFlow, #ML workflow for #Kubernetes. It can get a bit tricky. Thanks for the walk-through https://www.linkedin.com/in/fmind-dev/

@ubuntu And now about to have some fun with #Kubeflow for MLOps

#ubuntusummit2023 #UbuntuSummit

@ubuntu And now about to have some fun with #Kubeflow for MLOps

#ubuntusummit2023 #UbuntuSummit

Canonical (Ubuntu) & machine learning | Charmed MLFlow released :ubuntu:

Charmed MLFlow is ideal for model registry and experiment tracking - it is also integrated with other AI / big data tools such as Apache Spark and Kubeflow.

This solution runs on any infrastructure - from workstations to public and private clouds.

=> https://ubuntu.com/blog/canonical-releases-charmed-mlflow

#MLOps #MLFlow #Canonical #release #machinelearning #AI #Ubuntu #Apache #Kubeflow #clouds

Today, I got to try our new project #MLOps platform, including #MinIO, #KubeFlow, and #MLFlow for the first time. Looking forward to exploring more as part of @emeraldseu

Today, I got to try our new project #MLOps platform, including #MinIO, #KubeFlow, and #MLFlow for the first time. Looking forward to exploring more as part of @emeraldseu

What is #Kubeflow?

It's an open-source, Kubernetes-native MLOps platform for developing & deploying distributed ML for the most popular: TensorFlow, PyTorch, and more.

Check out more details on #InfoQ: https://bit.ly/3YXaSBR

#opensource #Kubernetes #MLOps #MachineLearning

What is #Kubeflow?

It's an open-source, Kubernetes-native MLOps platform for developing & deploying distributed ML for the most popular: TensorFlow, PyTorch, and more.

Check out more details on #InfoQ: https://bit.ly/3YXaSBR

#opensource #Kubernetes #MLOps #MachineLearning

🚀 Neues Video «Ein Mate mit...» über Machine Learning und #MLOps.

Iwan Imsand, Software Engineer bei Puzzle, nimmt dich in die faszinierende Welt des Machine Learnings mit. Von den Feinheiten zwischen #AI, #MachineLearning und #DeepLearning bis hin zu schicken Open Source Tools, wie: #DVC, #CML, #MLflow, #Kubeflow.

Und weil wir bei Puzzle auch gerne komplexe Probleme lösen, zeigen wir dir, wie wir Unternehmen im MLOps Bereich unterstützen können. 🤖🚀💡

glad to see #MLOps growing within the CNCF. the @kubeflow project has been around since 2017, offering a #cloudnative solution to deploy machine learning workloads on #kubernetes.
Congrats to the #kubeflow team👏
https://cncf.io/blog/2023/07/25/kubeflow-brings-mlops-to-the-cncf-incubator/
#MachineLearning #DevOps

glad to see #MLOps growing within the CNCF. the @kubeflow project has been around since 2017, offering a #cloudnative solution to deploy machine learning workloads on #kubernetes.
Congrats to the #kubeflow team👏
https://cncf.io/blog/2023/07/25/kubeflow-brings-mlops-to-the-cncf-incubator/
#MachineLearning #DevOps

Registrations for the fifth edition of the International School on Open Science Cloud are now open #SOSC23 For more details visit: https://web.infn.it/SOSC23 #OpenScience #CloudComputing #DataScience #ArgoWorkflows #kubeflow

Scale Enterprise AI with Canonical and NVIDIA

https://ubuntu.com//blog/scale-enterprise-ai-with-canonical-and-nvidia

#Kubeflow #nvidia #AI/ML #MLOps #DGX #AI

Charmed Kubeflow 1.7 Beta is here. Try it now!

https://ubuntu.com//blog/kubeflow-1-7-beta-release

#Kubeflow #AI/ML #MLOps #AIML

Top 5 MLOps challenges

https://ubuntu.com//blog/mlops-challenges

#Kubeflow #AI/ML #MLOps #AIML

From model-centric to data-centric MLOps

https://ubuntu.com//blog/data-centric-mlops

#machinelearning #Kubeflow #AI/ML #MLOps #AIML

can you contain #kubeflow inside #vcluster and still have access to #gpu on the nodes?

What is MLOps going to look like in 2023?

https://ubuntu.com//blog/mlops-in-2023

#Kubeflow #AI/ML #MLOps #AIML

Good morning folx of #Fediverse :fediverse: ! I interrupt swearing at #CUDA and #Torch to bring you today's #ConnectionList #Introduction #FollowFriday, where I help to more richly connect the Fediverse.

@terrytangyuan is a #MachineLearning #Kubernetes #OpenSource #MLOps engineer who is co-chair of #KubeFlow and maintains #TensorFlow (thank you!).

@yarnspinner is a #dialogue #dialog tool for #GamesDev, brought to you by the team @thesecretlab

@Cerchie is Lucia who is a #DevRel #DeveloperAdvocate at #Confluent, based in the 🇺🇸 👋

@ocramz is Marco and he is into #MachineLearning #ML #NLP #λ #lambda and #NLProc

@lira is into #poetry, #ComputerScience and #Philosophy

@frankjhopwood is a #PhD candidate #researcher #academic at #Groningen working on #speech technology #SpeechSynthesis #TTS for #Frisian. Fun Frisian fact: did you know that "keks" in Frisian means "cookies"?! Cakes and cookies! (Sorry I've always found that very amusing! 🍰 🍪 )

@blairpalese is Director of #Philanthropy at #EthInvest and Media Director and Editor at Climate and Capital Media. She's into #GreenFinance #ClimateRisk #Environment 🌱

Don't forget to share your own #ConnectionList so we can connect more widely ❤️

Hybrid cloud infrastructure modernisation

https://ubuntu.com//blog/hybrid-cloud-infrastructure-modernisation

#Hybrid&Multicloud #cloudinfrastructure #Privatecloud #Publiccloud #kubernetes #OpenStack #Kubeflow #cloud #MLOps

I’m going to be adding tests to our #FluxFramework #Kubernetes operator this week! I’ve seen scorecard for the operator-sdk but I’m looking for examples in the wild using best practices, and possibly not sticking to those suggested by that SDK. The e2e and unit tests in the #kubeflow MPI operator with ginkgo and gomega look nice! 👍 https://github.com/kubeflow/mpi-operator/blob/master/v2/test/e2e/mpi_job_test.go Anyone have other examples they like or experiences to share? 🤔

Dino #koobernottie

What is MLOps?

https://ubuntu.com//blog/what-is-mlops

#machinelearning #Kubeflow #AI/ML #MLOps