Strategy System Architecture Systems Review 
James Shore
MAY 31, 2021
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.
AWS Machine Learning - AI
APRIL 10, 2025
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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CircleCI
OCTOBER 27, 2020
There are often circumstances where software is compiled and packaged into artifacts that must function on multiple operating systems (OS) and processor architectures. It is almost impossible to execute an application on a different OS/architecture platform than the one it was designed for. In this case, it is Docker Hub.
Netflix Tech
MARCH 28, 2025
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).
CIO
NOVEMBER 13, 2023
Lack of vision A common reason digital transformation fails is due to a lack of vision, which along with planning is the foundation for digital success. Digital transformation is about envisioning new ways of doing business, reimagining business processes, transforming business/systems architecture, and changing an organization’s culture.
CIO
AUGUST 8, 2024
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. If you watched DUNE or read the book, then you’ll get my drift: waste not, want not.
CIO
APRIL 27, 2023
The CIO typically ranks the highest in an IT department, responsible for managing the organization’s IT strategy, resources, operations, and overall goals. Meanwhile, the CTO focuses on technology research and development efforts, often working closely with the CIO to develop a strong IT strategy.
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