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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. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. When you do, you get evolutionary system architecture.

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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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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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10 highest-paying IT jobs

CIO

Solutions architect Solutions architects are responsible for building, developing, and implementing systems architecture within an organization, ensuring that they meet business or customer needs. They’re also charged with assessing a business’ current system architecture, and identifying solutions to improve, change, and modernize it.

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5 tips for startup partnership success

CIO

“Get support from HR or bring in a coach to help you get the right atmospheric synergy to create the high-performance team you want,” she says. CIOs with a systems architectural background understand the appeal and value of composable building blocks and architectures.

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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.