Kubeflow Ecosystem: Un... Andrey Velichkevich, Luciano Resende, Yuki Iwai & Valentina Rodriguez Sosa скачать в хорошем качестве

Kubeflow Ecosystem: Un... Andrey Velichkevich, Luciano Resende, Yuki Iwai & Valentina Rodriguez Sosa

Don't miss out! Join us at our next Flagship Conference: KubeCon + CloudNativeCon India in Hyderabad (August 6-7), and KubeCon + CloudNativeCon North America in Atlanta (November 10-13). Connect with our current graduated, incubating, and sandbox projects as the community gathers to further the education and advancement of cloud native computing. Learn more at https://kubecon.io Kubeflow Ecosystem: Unleash the Power of Cloud Native AI - Andrey Velichkevich & Luciano Resende, Apple; Yuki Iwai, CyberAgent, Inc; Valentina Rodriguez Sosa, Red Hat Since 2017, the Kubeflow community has embraced Kubernetes as the foundation technology for AI/ML workloads. Over the years, Kubeflow and Kubernetes communities have worked closely to make cloud native tools more accessible for AI/ML. ​​Today, Kubeflow ecosystem of projects covers entire AI/ML lifecycle - from data processing and feature engineering to large-scale LLM fine-tuning, optimization, and serving. Its modular, microservice-based architecture gives organizations the flexibility to adopt specific tools or deploy the full Kubeflow distribution as a comprehensive ML platform. In this session, speakers will share key updates from the latest Kubeflow 1.10 release, including new additions to the Kubeflow ecosystem, like Feast and community-driven initiatives to enhance the GenAI on Kubernetes with ML Experience working group, Kubeflow SDK, and LLM fine-tuning blueprints. Join us to see how the Kubeflow community continues to drive innovation in cloud native AI and LLMOps.