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Cost-Effective AI with Ollama, GKE GPU Sharing, and vCluster | Google Cloud Blog

New on the Google Cloud blog by @saiyampathak.com and Abdel
How to deploy isolated Ollama instances for multiple teams on GKE Autopilot, sharing the same L4 GPU using GPU time-sharing and vCluster.

Full walkthrough ๐Ÿ‘‡
cloud.google.com/blog/topics/...

#GKE #Ollama #vCluster

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Cost-Effective AI with Ollama, GKE GPU Sharing, and vCluster | Google Cloud Blog

Stop wasting your GPU budget! ๐Ÿ›‘๐Ÿ’ป

We published a new guide on the #GoogleCloud blog with #vCluster on how to build cost-effective AI infra.

Run more models, keep your costs down. ๐Ÿ“‰๐Ÿš€

Read more: cloud.google.com/blog/topics/...

#K8s #AI #GCP #Ollama #vCluster

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KinD clusters rarely survive longer than a demo. Every setup change means rebuilding from scratch. No real LoadBalancer. No collaboration. It's local by design, and that's the problem.
#Kubernetes #DevOps #vCluster

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๐Ÿ“ฆ 871K downloads
โญ +3.9K GitHub stars
๐Ÿš€ 43 releases

Virtual clusters are becoming a production standard for multi-tenancy, AI/ML, and CI/CD. Better isolation than namespaces. Lighter than separate clusters.
Thanks for building with us. 2026 loading... ๐Ÿš€
#vCluster #Kubernetes

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Celebrating our 2025 community - spotlight #5: Fabrizio Veritas

Distributed systems expert and #Kubernetes enthusiast bringing expertise in cloud-native architectures and platform engineering.

Thank you for being part of the community! ๐Ÿฅฐ
#vCluster #PlatformEngineering

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Celebrating our 2025 community - starting with Artem Lajko...
Platform Engineer who pushed #vCluster to 1,000 clusters, stress-tested Argo CD at scale, built composable platform catalogs, and shared everything.

Thank you for an incredible year! ๐Ÿฅฐ
See his work in the thread ๐Ÿ‘‡

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AI Infrastructure Isnโ€™t Limited By GPUs. Itโ€™s Limited By Multi-Tenancy. The latest AI Infrastructure 2025 survey shows that most organizations are struggling not due to GPU scarcity, but because of poor GPU utilization caused by limited multi-tenancy capabilities. Learn h...

The AI Infrastructure 2025 survey just dropped:
90% of teams cite cost/sharing as their top GPU blocker, not availability.
The bottleneck isn't hardware. It's multi-tenancy.

Full breakdown: vcluster.com/blog/ai-infr...

#Kubernetes #GPUs #MultiTenancy #PlatformEngineering #vCluster

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๐ŸŽ‰ Weโ€™ve got something special at #Kubecon for everyone.

Stop by Booth #421 (L1 | Hall B3โ€“B5), snap a selfie with the vCluster booth and logo, and post it with the hashtag #vCluster for a chance to win a CNCF Training Voucher!

Itโ€™s that simple ๐Ÿ‘‡

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Meet @saiyampathak.com, co-author of โ€œGPU-Enabled Platforms on Kubernetes,โ€ at Booth #421 today at 06:15 PM EST โš™๏ธ๐Ÿ’ก

Grab your free copy and talk about building GPU-powered Kubernetes platforms that balance performance, cost & scale.

#KubeCon #CloudNativeCon #vCluster #Kubernetes

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Meet @artemlajko.bsky.social , co-author of โ€œImplementing GitOps with Kubernetes,โ€ at Booth #421 today at 12:30 PM EST

Grab your free copy and chat about how GitOps helps teams automate, scale & secure Kubernetes infrastructure.

๐Ÿ“ L1 | Hall B3โ€“B5
#KubeCon #CloudNativeCon #vCluster #GitOps

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Scaling AI on Kubernetes isnโ€™t just about power; itโ€™s about efficiency.

Join @saiyampathak.com at #KubeCon + #CloudNativeCon for a book signing of โ€œGPU-Enabled Platforms on Kubernetesโ€ and talk GPU orchestration, performance, and scale.

๐Ÿ“… Nov 11 | ๐Ÿ“ Booth #421
#vCluster

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Edge AI often runs in closed systems, black-box APIs and proprietary clouds that limit transparency and control.

Join @saiyampathak.com & Miley Fu at #KubeCon + #CloudNativeCon NA 2025 as they show how open source is redefining AI at the edge.

#EdgeAI #OpenSource #vCluster

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๐ŸŒŸ The countdown to #NVIDIAGTC 2025 is on!

Weโ€™re joining the global AI & cloud-native community in D.C. as a Silver Sponsor.

๐Ÿ“ Booth #526 | Oct 27โ€“29
See how vCluster powers scalable, GPU-enabled Kubernetes platforms.

#vCluster #Kubernetes #CloudNative #GPU

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๐Ÿ™๏ธ Weโ€™re at #OSFF2025 in New York!

Two days of conversations around finance, tech, and the systems driving resilience and modernization across the industry.

Come say hi to the vCluster Labs team at Booth T16 ๐Ÿ‘‹
#OSinFinance #FinTech #vCluster

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๐Ÿ‡ฌ๐Ÿ‡ง Weโ€™re live at #KCDUK 2025!

Excited for the next two days of meeting the Kubernetes community, talking scaling, GPU workloads, and platform engineering with vCluster.

If youโ€™re attending, come meet us at the booth and say hi! ๐Ÿ‘‹
#CloudNative #PlatformEngineering #vCluster

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๐Ÿ™๏ธ Weโ€™re excited to be a Contributor Sponsor at #OSFF2025.

๐Ÿ“… Oct 21โ€“22 | ๐Ÿ“ New York, NY

Looking forward to connecting with finance and technology leaders and sharing how vCluster helps organizations build secure, scalable, and resilient platforms.

#FinTech #vCluster #OSinFinance

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Weโ€™re kicking off a new series: Across The Tenancy Spectrum ๐ŸŽ™๏ธ

Ep.1 dives into vNode with Lukas Gentele & Fabian Kramm, exploring how it reshapes cluster isolation and tenancy in Kubernetes.

๐Ÿ“… Oct 8 | 6:00 AM PT
๐Ÿ”— www.linkedin.com/events/vnode...
#vNode #vCluster #PlatformEngineering

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๐Ÿš€ vCluster v0.29 is live!
Standalone vCluster is here โ†’ run Kubernetes without a host cluster.
Eliminate the host cluster dependency with a portable, scalable foundation.

๐Ÿ”— www.vcluster.com/changelog
#Kubernetes #vCluster #CloudNative #MultiTenancy

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EKS Auto Mode. AKS integrations. Each tied to its own cloud.

In our latest release, Auto Nodes take vCluster down a provider-agnostic path for Kubernetes autoscaling.

๐Ÿ”— vcluster.com/launch

#Kubernetes #vCluster #CloudNative #Autoscaling #PlatformEngineering

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Heading to #CNCFChandigarh Meetup tomorrow?

Catch @saiyampathak.com sharing Kubernetes hacks & insights, from smarter autoscaling and rightsizing to debugging, multi-tenancy, and GPU scheduling.

๐Ÿ•š 11:30 AM โ€“ 12:00 PM | Zscaler

#Kubernetes #CloudNative #DevOps #vCluster

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Weโ€™re live at #KCDWashingtonDC2025 ๐Ÿš€

Excited to connect with the community & share how teams are simplifying Kubernetes tenancy and scaling with vCluster.

๐Ÿ‘‹ Find us in the Sponsor Area along the main hall, come say hi!

#Kubernetes #vCluster #PlatformEngineering #CloudNative

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Weโ€™re at #AIInfraSummit in Santa Clara ๐Ÿš€

Weโ€™re here to connect with the community and explore how teams are scaling AI infrastructure, running GPUs on Kubernetes, and simplifying multi-tenancy.

๐Ÿ‘‹ Stop by Booth #416 near the main entrance!

#vCluster #CloudNative

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Load Testing Argo CD at Scale with vCluster and GitOps | LinkedIn

What happens when you push Argo CD to its limits?

Tomorrow, join Artem Lajko & @mpetason.bsky.social
for the story behind testing frameworks, load test results, and a live demo with vCluster + GitOps on STACKIT.

๐Ÿ”— linkedin.com/events/73491...
#Kubernetes #GitOps #ArgoCD #vCluster

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Hands-on Introduction to vcluster Watch on the Rawkode Academy

๐ŸŽฌ Check out this insightful video on vcluster! ๐Ÿš€ Hosted by @rawkode.dev, Rich Burroughs, and Lukas Gentele dive into Kubernetes multi-tenancy. Learn how to create virtual clusters with ease and scalability! #Kubernetes #vcluster

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Future of K8s Tenancy : vCluster v0.27 Private Nodes YouTube video by vCluster

๐Ÿš€ Private Nodes are here, and weโ€™re breaking it down live!
Run virtual clusters on dedicated infrastructure with full node-level isolation, without losing vClusterโ€™s speed & flexibility.

Join the webinar๐Ÿ‘‡
youtube.com/live/JOz_5iz...
#vCluster #MultiTenancy #CloudNative

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Changelog Leverage vCluster for secure Kubernetes multi-tenancy. Achieve better isolation, faster provisioning, and reduced cluster sprawl with virtual clusters inside namespaces.

๐Ÿš€ vCluster v0.27 is live!
Now with Private Nodes for fully isolated single-tenant clusters, separate nodes, CNI, CSI, no syncing needed.

Plus: CIS hardening guide, cert rotation, K8s 1.33 support
๐Ÿ”— www.vcluster.com/releases/en/...

#Kubernetes #vCluster #DevOps #CloudNative

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How to Scale Kubernetes Without etcd Sharding Is your Kubernetes cluster slowing down under load? etcd doesnโ€™t scale well with multi-tenancy or 30k+ objects. This blog shows how virtual clusters offer an easier, safer way to isolate tenants and s...

Hitting etcd limits as your Kubernetes clusters scale?

This blog breaks down why sharding isnโ€™t the answer, and how virtual clusters offer isolated control planes without the complexity.

๐Ÿ‘‰ www.loft.sh/blog/scale-k...

#vCluster #Kubernetes #etcd #DevOps #MultiTenancy #CloudNative

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Three Tenancy Modes, One Platform: Rethinking Flexibility in Kubernetes Multi-Tenancy In this blog, we explore why covering the full Kubernetes tenancy spectrum is essential, and how vClusterโ€™s upcoming Private Nodes feature introduces stronger isolation for teams running production, r...

Namespace isolation isnโ€™t always enough.

In this post, @stmcallister.bsky.social breaks down why Private Nodes offer stronger boundaries for multi-tenant Kubernetes, without the overhead of managing dozens of clusters.

๐Ÿ”— loft.sh/blog/why-pri...

#vCluster #PlatformEngineering #MultiTenancy

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Still running Kubernetes on bare metal like itโ€™s in the cloud?

Overprovisioned nodes. Too many clusters. Manual ops.

This guide shows how to rethink isolation, automation & self-service for real bare metal scale.

๐Ÿ“˜ www.vcluster.com/ebook/the-co...

#BareMetal #DevOps #vCluster

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rom namespaces to node pools to separate clusters, each model has trade-offs.

This post breaks them down and explores how vCluster offers stronger isolation with lower overhead.
๐Ÿ“– loft.sh/blog/kuberne...
#Kubernetes #vCluster #MultiTenancy #DevOps #PlatformEngineering

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