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The second challenge in FPGA technology is architectural innovation. FPGA design is not simply about stacking logic units; the manufacturing process has limited benefits for performance. How to arrange logic units and various fixed units to balance the conflicts between performance improvement, area, delay, and power consumption is a very important issue, and the architecture is the answer provided by FPGA manufacturers. FPGA manufacturers must continuously introduce new architectural technologies and secure them through patents to meet the growing demands for performance, power consumption, and cost from downstream. The architectural design of FPGAs needs to consider many factors such as the size of LUTs, the size of BLEs, the size of logic blocks, and the interconnection structure. A good architecture makes it easier to fully utilize logic resources, and power consumption and delay are usually lower. FPGA giants Xilinx and Altera often collaborate closely with academia, with research institutions like the University of Toronto making significant contributions to the evolution of FPGA architecture and algorithm iteration.
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