An Adaptive Memory Mirroring Performance Accelerator (AMMPA) includes a transaction handling block that dynamically maps the most frequently accessed memory regions into faster access memory. The technique creates shadow copies of the most frequently accessed memory regions in the faster access memory, which is associated with lower latency. The regions for which shadow copies are provided are updated dynamically based on use. The technique is flexible for different memory hierarchies.