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Cloud datacenters are becoming increasingly complex, leading cloud providers to develop their own chips to gain performance, efficiency, and cost savings. AWS, Google, Alibaba, Baidu, Tencent, and Microsoft are all developing custom silicon for AI acceleration, data processing, and networking. Most of these chips are designed for internal use or are transparent from a customer perspective, such as AWS’s Nitro cards and Google’s Intel smartNICs.