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Artificial intelligence (AI) is transforming the world of computing and data analysis, enabling new capabilities and efficiencies for businesses and consumers. However, AI also comes with a high price tag, as data centers need to invest in more powerful and specialized processors, such as GPUs, TPUs, or FPGAs, and expand their storage capacity and bandwidth to accommodate the large amounts of data that AI applications generate and consume. This will increase the cost of operating data centers in several ways, including capital expenditure and operational expenditure.
