Architecture Engineering Scalability 
CIO
DECEMBER 20, 2024
Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Ensure security and access controls.
CIO
NOVEMBER 27, 2024
The team should be structured similarly to traditional IT or data engineering teams. To succeed, Operational AI requires a modern data architecture. Ensuring effective and secure AI implementations demands continuous adaptation and investment in robust, scalable data infrastructures.
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CIO
NOVEMBER 19, 2024
Imagine that you’re a data engineer. These challenges are quite common for the data engineers and data scientists we speak to. Scalable data infrastructure As AI models become more complex, their computational requirements increase. NetApp is already addressing many of these challenges.
CIO
FEBRUARY 11, 2025
Add to this the escalating costs of maintaining legacy systems, which often act as bottlenecks for scalability. The latter option had emerged as a compelling solution, offering the promise of enhanced agility, reduced operational costs, and seamless scalability. Scalability. Architecture complexity. Legacy infrastructure.
AWS Machine Learning - AI
OCTOBER 29, 2024
To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Solution overview The solution presented in this post uses batch inference in Amazon Bedrock to process many requests efficiently using the following solution architecture.
CIO
NOVEMBER 22, 2024
Unfortunately, despite hard-earned lessons around what works and what doesn’t, pressure-tested reference architectures for gen AI — what IT executives want most — remain few and far between, she said. It’s time for them to actually relook at their existing enterprise architecture for data and AI,” Guan said. “A
CIO
JANUARY 7, 2025
In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Technology modernization strategy : Evaluate the overall IT landscape through the lens of enterprise architecture and assess IT applications through a 7R framework.
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