Source link : https://tech365.info/ais-ballooning-vitality-consumption-places-highlight-on-knowledge-heart-effectivity/
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Synthetic intelligence is rising quick, and so are the variety of computer systems that energy it. Behind the scenes, this fast development is placing an enormous pressure on the information facilities that run AI fashions. These services are utilizing extra vitality than ever.
AI fashions are getting bigger and extra complicated. At this time’s most superior programs have billions of parameters, the numerical values derived from coaching knowledge, and run throughout hundreds of pc chips. To maintain up, corporations have responded by including extra {hardware}, extra chips, extra reminiscence and extra highly effective networks. This brute pressure method has helped AI make huge leaps, but it surely’s additionally created a brand new problem: Knowledge facilities have gotten energy-hungry giants.
Some tech corporations are responding by seeking to energy knowledge facilities on their very own with fossil gas and nuclear energy vegetation. AI vitality demand has additionally spurred efforts to make extra environment friendly pc chips.
I am a pc engineer and a professor at Georgia Tech who focuses on high-performance computing. I see one other path to curbing AI’s vitality urge for food: Make knowledge facilities extra resource-aware and environment friendly.
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Author : tech365
Publish date : 2025-09-04 05:53:00
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