PyTorch vs. TensorFlow: A Comprehensive Comparison
When it comes to deep learning frameworks, PyTorch and TensorFlow are two of the most prominent tools in the field. Both have been widely adopted by researchers... Read more.
User Access Reports for Kubernetes
Access reviews are required and mandated by regulations such as SOX, HIPAA, GLBA, PCI, NYDFS, and SOC-2. Access reviews are critical to help organizations maintain... Read more.
EC2 vs. Fargate for Amazon EKS: A Cost Comparison
When it comes to running workloads on Amazon Web Services (AWS), two popular choices are Amazon Elastic Compute Cloud (EC2) and AWS Fargate. Both have their merits,... Read more.
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... Read more.
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... Read more.
Introduction to Jupyter Notebooks
Jupyter Notebook is open-source software created and maintained by the Jupyter community. A Jupyter notebook allows for the creation and sharing of documents with... Read more.
Resize and Right Size Applications on Kubernetes
It is a well understood fact on Kubernetes that there is a significant amount of wastage of expensive cloud/infrastructure because of over provisioned applications.... Read more.
Choosing Between Amazon ECS and EKS
We frequently get asked by users that are currently on AWS whether they should be using Amazon ECS or EKS to deploy and operate their containerized applications.... Read more.
HashiCorp’s New License: Impact on Rafay’s Native Integration
Last week, HashiCorp announced that they would be adopting the Business Source License for future releases of its products. In this blog, we describe how and if... Read more.
Integrated FinOps Role for Cost Management
In our June 2023 release, we added support for a new turnkey role in the Rafay Kubernetes Operations Platform specifically targeted at users in a FinOps function.... Read more.