SEI Digital Library
Latest Publications
Model Your Way to Better Cybersecurity
• Webcast
In this webcast, Natasha Shevchenko and Alex Vesey discuss the increasingly important role that Model-Based Systems Engineering can play in creating cybersecurity approaches that match this era of greater, more …
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Machine Learning Operations (MLOps) Evaluation Rubric
• User's Guide
The MLOps Tool Evaluation Rubric can help acquisition teams identify priorities, evaluate capabilities, and select tools to support ML developers and systems across the ML lifecycle.
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DevSecOps: See, Use, Succeed
• Webcast
In this webcast, Hasan Yasar, Vaughn Coates, and David Shepard discuss the value of observability in DevSecOps to help system developers understand and perform quality attribute tradeoffs and to gain …
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The Magic in the Middle: Evolving Scaled Software for National Defense
• Podcast
SEI chief technical officer Tom Longstaff discusses the SEI’s long-standing work to help the DoD rapidly scale technology including artificial intelligence (AI) and autonomous systems.
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An Introduction to the MLOps Tool Evaluation Rubric
• Webcast
In this webcast, Violet Turri and Emily Newman discuss the challenges of finding the right tools to support Machine Learning Operations (MLOps) pipelines and introduce the MLOps Tool Evaluation Rubric.
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Non-DoD Work Sponsor User Guide
• User's Guide
The SEI is operated and managed by Carnegie Mellon University as a Federally Funded Research & Development Center. Sponsors fund the SEI's R&D efforts via this contract, which is administered …
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Making Process Respectable Again: Advancing DevSecOps in the DoD Mission Space
• Podcast
Warfighters in the DoD operate in high-stakes environments where security, efficiency, and speed are critical. In such environments DevSecOps has become crucial in overall mission success.
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Demystifying Operational Resilience
• Webcast
In this webcast, Alexander Petrilli and Matthew Butkovic explain why operational resilience is important and discuss best practices to carry out mission priorities when core operational capacities are affected.
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Deploying on the Edge
• Podcast
Deploying cloud-centric technologies such as Kubernetes in edge environments poses challenges, especially for mission-critical defense systems.
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Will Generative AI Fill the Automation Gap in Software Architecting?
• Conference Paper
This paper explores the application of Generative AI to software architecture, focusing on potential alignment (or lack thereof) of Generative AI with the nature of common architecture tasks involved in …
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