Supercharge Your Kubernetes AI Deployments with WebAssembly
CNCF [Cloud Native Computing Foundation] via YouTube
Overview
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Explore how to enhance Kubernetes AI deployments using WebAssembly (Wasm) in this informative conference talk. Learn about the benefits of Wasm for computationally intensive tasks, particularly in machine learning inference. Discover how to leverage Wasm's speed and security advantages for improved application performance on Linux containers. Gain insights into the WebAssembly System Interface (WASI) and its role in providing security, portability, and native speed for machine learning models. Follow a demonstration on using Krustlet to run Wasm on Kubernetes, and understand the key considerations for deploying models in this environment. Enhance your knowledge of cutting-edge technologies that can significantly boost the efficiency of AI deployments in cloud-native environments.
Syllabus
Supercharge Your Kubernetes AI Deployments with Wasm - Rishit Dagli & Shivay Lamba
Taught by
CNCF [Cloud Native Computing Foundation]