Microsoft Azure was impressed to discover the idea of using FPGA-based SmartNICs in commonplace severs to offload compute- and data-intensive duties from the CPU to the FPGA. Today, these FPGA-primarily based SmartNICs are used broadly throughout Microsoft Azure’s information facilities, supporting companies like Bing and Microsoft 365. Amdahl’s Law refers to the limits of efficiency enchancment that may be achieved with parallel processing. While parallelizing the execution of a process can present an preliminary performance enhance, there will at all times be a pure limit, as there are some execution duties that can not be parallelized. We have lately experienced that these limits come into effect when the advantages of utilizing a number of CPU cores lower, resulting in a good longer time span between efficiency enhancements.
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