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Articles about
Use Cases
August 6, 2025
•
5 Minute Read
How to Scale Kubernetes Without etcd Sharding
Is your Kubernetes cluster slowing down under load? etcd doesn’t scale well with multi-tenancy or 30k+ objects. This blog shows how virtual clusters offer an easier, safer way to isolate tenants and scale your control plane, no sharding required.
August 1, 2025
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6 Minute Read
Scaling Kubernetes Without the Pain of etcd Sharding
OpenAI’s outage revealed what happens when etcd breaks at scale. This post explains why sharding isn’t enough, and how vCluster offloads API load with virtual control planes. Benchmark included.
July 1, 2025
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4 Minute Read
Bare Metal Kubernetes with GPU: Challenges and Multi-Tenancy Solutions
Managing AI workloads on bare metal Kubernetes with GPUs presents unique challenges, from weak namespace isolation to underutilized resources and operational overhead. This blog explores the pitfalls of namespace-based multi-tenancy, why running a separate cluster per team is expensive, and how vCluster enables secure, efficient, and autonomous GPU sharing for AI teams.
December 22, 2023
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Minute Read
Multi-vCluster Deployment Made Easy with vCluster.Pro and Argo CD
The enhanced vCluster.Pro integration for Argo CD makes using Argo CD to deploy the same Kubernetes workloads to multiple vClusters is easier than ever.
September 5, 2023
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Minute Read
The Journey to Runtime Isolation for HDO with vCluster
A look at how HDO improved Kubernetes isolation and saved money with vCluster.
October 5, 2021
•
Minute Read
Kubernetes CRDs: Custom Resource Definitions
Custom Resource Definitions (CRDs) in Kubernetes - what they are, and what to consider when using them.
June 9, 2021
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Minute Read
Development in Kubernetes - Local vs. Remote Clusters
Explore the pros and cons of developing in local versus remote Kubernetes clusters, and learn how to choose the right setup for your team's needs.
October 7, 2020
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Minute Read
Virtual Kubernetes Clusters In Production
September 30, 2020
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Minute Read
Kubernetes Sandboxes – Easy Development in a Realistic Environment
Discover how Kubernetes sandboxes, whether local or shared, can improve software quality by providing isolated environments that mirror production systems, facilitating early validation and reducing bugs.
September 10, 2020
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Minute Read
Kubernetes: Virtual Clusters For AI & ML Experiments
Discover how virtual Kubernetes clusters (vClusters) can streamline AI and ML experimentation by providing isolated, scalable environments that boost engineering productivity, ensure workflow reproducibility, and optimize infrastructure utilization.
September 9, 2020
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Minute Read
Building an Internal Kubernetes Platform
Discover how to build an internal Kubernetes platform that enables developers to create and manage their own namespaces, reducing operational overhead and accelerating development cycles. Learn about the benefits of self-service environments, improved resource utilization, and enhanced developer autonomy.
August 31, 2020
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Minute Read
Kubernetes: Virtual Clusters As Development Environments
The problems with the ways Kubernetes access is currently provided to developers and why the rather new concept of virtual Kubernetes clusters (vClusters) might be a better alternative.
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