As we know, hardware accelerator is more and more important to AI/Machine Learning today, FPGA also comes to the front line beside with GPU. It is really helpful to understand its mechanism before deploying in a cloud environment.

I will go back to on my AC620 board, A Cyclone IV FPGA, and It has been a while since last time. As part of my FPGA virtualization Project, I will continue work on some simulation, refresh my verilog skill.

Furthermore, I will figure out how it is used in a heterogeneous architecture, accelerate some specific operation from hardware level. I will also do research on how FPGA and its virtualization is being used in cloud infrastructure today.