hardware
By Jeff Wittich The vast majority of company leaders (98%) recognize the strategic importance of AI, with nearly 65% planning increased investments. Global AI spending is expected to reach $300 billion by 2026. Also by 2026, AI’s electricity usage could increase tenfold, according to the International Energy Agency. Clearly, AI presents businesses with a dual challenge: maximizing AI’s capabilities while minimizing its environmental impact. In the United States alone, power consumption by data centers is expected to double by 2030, reaching 35GW (gigawatts), primarily due to the growing demand...
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By David Linthicum The latest data from the IDC Worldwide Quarterly Enterprise Infrastructure Tracker paints a compelling picture of growth in cloud infrastructure sales on demand. The fourth quarter of 2023 saw an 18.5% year-over-year increase in spending on compute and storage infrastructure for cloud deployments. It is a significant shift in the technological landscape, where AI is now front and center in the push to find cloud infrastructure to run it. The spending surge indicates shifting budgets; a contrasting trend is the decline in the total number of units shipped. IDC says this shows...
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By David Linthicum Talk to anybody about generative AI in the cloud, and the conversation goes quickly to GPUs (graphics processing units). But that could be a false objective. GPUs do not matter as much as people think they do, and in a few years, the conversation will likely shift to what is much more critical to the development and deployment of generative AI systems in the cloud. The current assumption is that GPUs are indispensable for facilitating the complex computations required by generative AI models. While GPUs have been pivotal in advancing AI, overemphasizing them might detract fr...
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