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High-load SSD usage performance drop – overheating?

I am working on a research project that involves very high numbers of random read accesses to an SSD over an extended period of time. More concretely, my code performs reads of (effectively) random locations on an NVMe SSD as fast as the hardware can handle them, for a lengthy period of time. However, I fail to achieve the peak performance of the hardware consistently, and I am unsure why. Any ideas about what happens is appreciated!