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AoAD2 Practice: Evolutionary System Architecture

James Shore

To share your thoughts, join the AoAD2 open review mailing list. Evolutionary System Architecture. We build our infrastructure for what we need today, without sacrificing tomorrow. What about your system architecture? By system architecture, I mean all the components that make up your deployed system.

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Reduce ML training costs with Amazon SageMaker HyperPod

AWS Machine Learning - AI

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. As cluster sizes grow, the likelihood of failure increases due to the number of hardware components involved. million H100 GPU hours.

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AI agents loom large as organizations pursue generative AI value

CIO

Yet as organizations figure out how generative AI fits into their plans, IT leaders would do well to pay close attention to one emerging category: multiagent systems. All aboard the multiagent train It might help to think of multiagent systems as conductors operating a train. Such systems are already highly automated.

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Mastering sustainability challenges in the water domain with smart meter synergy

CIO

This story is about three water utilities that worked together, like the fictional Fremen of the desert-planet Arakkis, to build a synergistic system to manage water usage across their entire water sector sustainably and much more efficiently. It is also meter-independent and supports integration with external systems and data providers.

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10 highest-paying IT jobs

CIO

Those working in IT management, including the roles of CIO, CTO, VP, and IT Director, hold high-level positions that oversee an entire company’s technology infrastructure. They’re also charged with assessing a business’ current system architecture, and identifying solutions to improve, change, and modernize it.

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Foundation Model for Personalized Recommendation

Netflix Tech

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

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Modernize Your EDI System for Faster, Flexible Integration and Scale

Trigent

The responsibility on the technologies and architecture that connect retailers, distributors, suppliers, manufacturers, and customers is enormous. To deal with the disruptions caused due to the pandemic, organizations are now dependent on a highly available and scalable Electronic Data Interchange (EDI) more than ever before.