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Heterogeneous Computing: Dominated by GPU, FPGA, and ASIC Chips
Sharing interesting read:
https://www.alibabacloud.com/blog/heterogeneous-computing-dominated-by-gpu-fpga-and-asic-chips_220013?spm=a2c5t.10695662.1996646101.searchclickresult.30f57c84afBaGm Quite a number of databases are using GPUs like OmniSci, Kinetica, Blazegraph, BlazingDB, SqreamDB,Brytlyt and few others too, and quite a number are using FPGAs like IBM PureData for Analytics especially for HPC, Big data, ML,DL. ASICs-based databases maybe in-house and not sure of CPLD ... The design and choice of CPU-GPU databases are more complex with PCIe traffic . Disk-based solutions may not be a welcoming feature unless a case arises. There are many more features to be delved into to get the best out of the product. The rise of FPGA-product based companies in few countries also shows many signs of demand. Also on the memory side, so many advancements. |
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