The AI & Cloud-Native Infrastructure Blog

Stay updated with the latest news and insights on AI and cloud-native infrastructure through Rafay's highly active blog site

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Mastering Kubernetes Management: Challenges and Best Practices

Kubernetes empowers you to reliably operate and scale cloud-native apps, but it can be daunting to manage your Kubernetes clusters and their associated infrastructure resources. The need to maintain consistent configuration, enforce correct security policies, and gain clear visibility into… Read More

Image for LLMOps for Platform Teams: How LLMOps Powers the GenAI Revolution

LLMOps for Platform Teams: How LLMOps Powers the GenAI Revolution

Generative AI has risen to prominence as the next technology revolution. It's driven by the surging adoption of Large Language Models (LLMs) such as GPT and Llama, machine learning models that are capable of understanding the meaning of written text… Read More

Image for Navigating MLOps for Platform Teams: Key Challenges and Emerging Best Practices

Navigating MLOps for Platform Teams: Key Challenges and Emerging Best Practices

MLOps is a new discipline that defines processes and best practices for effectively managing machine learning (ML) development and deployment workflows. With demand for ML and generative AI apps representing the latest push in the software industry, it's increasingly crucial… Read More

Image for Rafay honored as Gold Stevie® Award Winner in 2024 American Business Awards®

Rafay honored as Gold Stevie® Award Winner in 2024 American Business Awards®

Gold is our new favorite color. This year, more than 300 professionals worldwide participated in the judging process to select this year’s American Business, a.k.a. Stevie Award winners. The awards honor achievements in innovation, growth and positive contributions of IT… Read More

Image for Navigating Container Management Challenges: Strategies for Security, Integration, and Troubleshooting

Navigating Container Management Challenges: Strategies for Security, Integration, and Troubleshooting

Containers have transformed how software is built and deployed but they pose unique management challenges that can be daunting for DevOps teams to address. You need an effective strategy to mitigate security risks, integrate containers with legacy systems, and troubleshoot… Read More

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CPUs and GPUs: What to use when for AI/ML workloads

This is a multi-series blog on GPUs, how they intersect with Kubernetes and containers. In this blog, we will discuss how CPUs and GPUs are architecturally similar and different. We will also review when it is ideal to use a… Read More

Image for Optimizing Amazon EKS: Advanced Configuration, Scaling, and Cost Management Strategies

Optimizing Amazon EKS: Advanced Configuration, Scaling, and Cost Management Strategies

Amazon's Elastic Kubernetes Service (EKS) makes it easy to provision and operate cloud-hosted Kubernetes clusters using AWS. It's a managed service that automates the process of creating a control plane and connecting AWS EC2 instances that act as cluster nodes.… Read More

Image for Rafay Unveils Groundbreaking Platform-as-a-Service (PaaS) Innovations for AI Workloads

Rafay Unveils Groundbreaking Platform-as-a-Service (PaaS) Innovations for AI Workloads

In the bustling world of technology, innovation is the lifeblood of progress. At Team Rafay, we continue to innovate and challenge ourselves to go farther than we thought possible. Today, I am thrilled to announce the latest milestone in Rafay… Read More

Image for Mastering Kubernetes Namespaces: Advanced Isolation, Resource Management, and Multi-Tenancy Strategies

Mastering Kubernetes Namespaces: Advanced Isolation, Resource Management, and Multi-Tenancy Strategies

Kubernetes namespaces let you separate logical groups of resources within a single Kubernetes cluster. They’re used to share clusters between different apps and provide platform teams with many benefits including improved operating efficiency, less cluster sprawl, and reduced infrastructure spending—a… Read More

Image for Demystifying Kubernetes Cloud Cost Management: Strategies for Visibility, Allocation, and Optimization

Demystifying Kubernetes Cloud Cost Management: Strategies for Visibility, Allocation, and Optimization

Kubernetes cloud cost management is the process of tracking, attributing, and reducing the expenses associated with running clusters in the cloud. Although Kubernetes can improve DevOps operational efficiency, it's often challenging to control costs across multiple apps and teams. Using… Read More

Image for How Rafay Helps Sovereign & GPU Cloud Companies Accelerate Time to Market

How Rafay Helps Sovereign & GPU Cloud Companies Accelerate Time to Market

The Generative AI (GenAI) gold rush is in full swing, and a new use case is fast emerging globally: Sovereign Clouds for AI workloads, a.k.a. GPU Clouds. Why are GPU Clouds being born? It’s the data. The most curated and… Read More

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Introduction to JupyterHub

This is part of a blog series on AI/Machine Learning. In the previous blog, we discussed Jupyter Notebooks, how they are different and the challenges organizations run into at scale with it. In this blog, we will look at how… Read More