InfoQ Homepage DevOps Content on InfoQ
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Unified MLOps: Feature Stores and Model Deployment
Monte Zweben proposes a whole new approach to MLOps that allows to scale models without increasing latency by merging a database, a feature store, and machine learning.
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Reproducible Development with Containers
Avdi Grimm describes the future of development, which is already here. Get a tour of a devcontainer, and contrast it with a deployment container.
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Panel: Secure Systems
The panelists discuss the security for the software supply chain and software security risk measurement.
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MLOps: the Most Important Piece in the Enterprise AI Puzzle
Francesca Lazzeri overviews the latest MLOps technologies and principles that data scientists and ML engineers can apply to their machine learning processes.
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Developing and Deploying ML across Teams with MLOps Automation Tool
Fabio Grätz and Thomas Wollmann discuss the MLOps Automation tool, and how it can be used to perform DevOps tasks on ML across teams.
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Iterating on Models on Operating ML
Monte Zweben and Roland Meertens discuss the challenges in building, maintaining, and operating machine learning models.
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One Ring -3 to Secure Them All: Computing with Hardware Enclaves
Aaron Bedra explores the most widely available options and their usage in IoT and cloud, discussing design trade-offs, security, and performance.
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Beyond POSIX - Adventures in Alternative Networking APIs
Michael Barker surveys some of the alternative APIs available on various platforms, discussing some of the implementation pitfalls. He also looks at the impact of using these APIs.
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Application-Layer Encryption Basics for Developers
Isaac Potoczny-Jones covers the basics of encryption, what are application-layer and infrastructure-layer encryption, when to use asymmetric and symmetric keys, and how to do key management.
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Cloud DevSecOps in Practice: People, Processes and Tools
The panelists discuss how to get the right security, DevOps, and cloud engineering stakeholders together to build a realistic DevSecOps strategy.
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Maintaining Software Quality with Microservices
The panelists discuss what microservices are, why companies are making the transition, how to identify the challenges when planning the move to microservices, and best practices for software quality.
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Pivoting and Exploitation in a Docker Environment
Filipi Pires discusses different ways that exist in working with a single form of pivot and how to overcome different obstacles in different networks within this “new” environment called Docker.
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