June 2025
Intermediate to advanced
338 pages
9h 17m
English
Content preview from Kubernetes for Generative AI Solutions
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8
Networking Best Practices for Deploying GenAI on K8s
In this chapter, we will explore best practices for cloud networking when deploying GenAI applications on Kubernetes (K8s). Effective networking is essential for ensuring seamless communication between Pods, optimizing performance, and enhancing security. The chapter will start with the K8s networking foundations, such as Container Network Interface (CNI) (https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins/) to set up Pod networking and network policies to enforce security and access controls within the K8s cluster, and we will also dive into using optimized cloud networking interfaces such as Elastic Fabric Adapter (EFA) (https://aws.amazon.com/hpc/efa/ ...
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