Docker Resources
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Video
Streamlining CI/CD with Modern Container Builds
Learn how to automate tags, labels, and distributed builds using CI events while optimizing cache management for peak performance. This article looks at cache management, mastering multi-platform images, automating tags and labels, distributed builds with Bake, and comprehensive container-based workflows.
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Video
A MLOps Platform for all data personas – Lessons learned from IKEA
This presentation describes IKEA’s MLOps platform, which is designed to accelerate the ML lifecycle, while providing standardization and collaboration and observability for various data personas.
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Video
Docker Offshore: Smoothing the Waves of Remote-Location MLOps
This presentation describes a pilot system for monitoring wildlife activity in offshore wind farms, where physical access is severely limited and internet connectivity may not exist at all. This study shows how containerization technologies such as Docker can help MLOps be successful in these regions.
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Video
Building the Software Supply Chain on Docker Official Images
Learn how Docker and BastionZero have leveraged open standards like TUF and SLSA, along with OpenPubkey, to help secure the software supply chain.
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Video
Machine Learning Inside the Container
This presentation introduces envd, a machine learning environment tool designed to facilitate the development, training, and serving of machine learning models within Docker containers. Envd creates a standardized and isolated environment within Docker containers, using BuildKit as its backend to take full advantage of the state-of-the-art artifact builder features.
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Video
Build for Integrity and Reliability within the Software Supply Chain
Learn how the Docker Software Supply Chain acts as a system of record for your software development lifecycle, enabling DevOps and Security team collaboration.
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Video
Streamlining Distributed Graph-based LLM and AI Infrastructure with Docker Extension
This DockerCon talk explores the fundamental concepts of graph, graph databases, and NebulaGraph. Learn about the integration of graph + Large Language Models (LLM) and how this combination enhances both existing LLM stacks and knowledge graph processes. Find out how leveraging Docker optimizes infrastructure, accelerates dev/production deployment, and enhances AI development efficiency.
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Video
Demystify Secure Supply Chain Metadata
Learn how you can create container images with signed SBOMs and provenance attestations using Docker tools adhering to the highest supply chain standards. We cover various types of metadata and principles that underpin a secure software supply chain. In this talk, we use Docker BuildKit, Docker Scout, and GitHub Actions.
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