InfoQ Homepage QCon Plus May 2021 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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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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System Level Programming Languages Panel
The panelists discuss the operating system they are building on Rust, and where they'd like to see both Oxide and the Rust language go in the next five years.
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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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Mechanical Sympathy Panel
Howard Chu, Michael Barker and Aaron Bedra discuss the modern hardware, the options that are enabled, skills needed, and what to expect in the future.
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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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Systems Programmers Can Have Nice Things
Ryan Levick explores some features that Rust brings to the systems programming world that make life as a system programmer easier.
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The Rust Borrow Checker - a Deep Dive
Nell Shamrell-Harrington discusses how to transition from fighting the borrow checker to using its guidance to write safer and more powerful code at any experience level.
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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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Reversible Debugging with RR
Felix Klock discusses RR, a native code debugger, its features, design, and deploying targets, debugging a Rust program running on AWS.
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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.