The Blue Gene Active Storage project demonstrated compute in highly parallel “storage” where storage was HPC memory. It could work for the relationship between CPU and GPU, FPGA, etc.

https://www.fz-juelich.de/en/jsc/downloads/slides/bgas-bof/b...