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Getting infrastructure right for generative AI

CIO Business Intelligence

For generative AI, a stubborn fact is that it consumes very large quantities of compute cycles, data storage, network bandwidth, electrical power, and air conditioning. In storage, the curve is similar, with growth from 5.7% of AI storage in 2022 to 30.5% Do you have the data center and data science skill sets?”

Storage 139
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CIOs sharpen cloud cost strategies — just as gen AI spikes loom

CIO Business Intelligence

After being in cloud and leveraging it better, we are able to manage compute and storage better ourselves,” said the CIO, who notes that vendors are not cutting costs on licenses or capacity but are offering more guidance and tools. I strike this language from all my contracts.” It depends on what business model you’re in.

Strategy 140
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Total Cost of Ownership and the Return on Agility - All Things.

All Things Distributed

An apples to apples comparison of the costs associated with running various usage patterns on-premises and with AWS requires more than a simple comparison of hardware expense versus always-on utility pricing for compute and storage. AWS allows customer workloads to be fault-tolerant for a fraction of the cost of self-hosting.

Agile 114
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Amazon DynamoDB ? a Fast and Scalable NoSQL Database.

All Things Distributed

While a service-oriented architecture addressed the problems of a centralized database architecture, each service was still using traditional data management systems. Since they were responsible for running their own Dynamo installations, they had to become experts on the various components running in multiple data centers.