Exercises Infrastructure Off-The-Shelf 
CIO
JANUARY 4, 2023
IT and infrastructure from the 1990s,” said Casey A. In 2017, Fast Company wrote that Southwest Airlines’ digital transformation “takes off” with an $800 million technology overhaul, but only $300 million was dedicated to new technology for operations. While weather may have been the root cause, the 16,000 flights canceled between Dec.
Tenable
JANUARY 15, 2025
It removes trust entirely from digital systems and is built upon the idea that security must become ubiquitous throughout the infrastructure. A zero trust architecture can be implemented using commercial off-the-shelf technology. In most organizations, it can be implemented using existing off-the-shelf cybersecurity products.
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CIO
AUGUST 26, 2024
I focused this exercise on three primary areas: Business support. How do we ensure that our technology infrastructure, applications, security posture and core IT operations are not only up to industry standards but also positioned to drive the long-term success of our business? IT excellence.
Netflix Tech
DECEMBER 3, 2019
About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.
O'Reilly Media - Ideas
OCTOBER 19, 2021
As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. The new category is often called MLOps. However, the concept is quite abstract. What does a modern technology stack for streamlined ML processes look like?
CIO
JULY 14, 2023
In the shaper model, you’re leveraging existing foundational models, off the shelf, but retraining them with your own data.” Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations.
Netflix Tech
DECEMBER 3, 2019
About two years ago, we, at our newly formed Machine Learning Infrastructure team started asking our data scientists a question: “What is the hardest thing for you as a data scientist at Netflix?” Our job as a Machine Learning Infrastructure team would therefore not be mainly about enabling new technical feats.
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