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Conference: KubeCon + CloudNativeCon North America 2022
Authors: Alejandro Saucedo
2022-10-28
tldr - powered by Generative AI
The presentation discusses the need for collaboration and standardization in metadata operations for end-to-end data and machine learning platforms.
- The goal is to achieve end-to-end interoperability at scale through collaboration and standardization.
- Practitioners at every stage of the MLOps and DataOps lifecycle should collaborate to come up with standards.
- The creation of bad standards is worse than having no standards at all.
- Standardization should focus on interfaces, metrics, and operational considerations.
- Tools like ml server, seldom core, and kubernetes can help abstract data science from operations.
Conference: KubeCon + CloudNativeCon Europe 2022
Authors: Natalie Arellano, Sambhav Kothari
2022-05-19
Cloud Native Buildpacks makes building container images a breeze. It comes with out-of-the-box support for rebasing, reproducibility, multiple entrypoints and more! In this talk we’ll uncover the magic that the lifecycle - the binary at the heart of CNB - uses to convert source code into OCI images.Click here to view captioning/translation in the MeetingPlay platform!