Memory access patterns refer to the sequence and manner in which data is read from or written to memory by a program, significantly impacting performance due to the hierarchical nature of modern memory systems. Optimizing these patterns can reduce cache misses and improve data locality, leading to faster execution times and more efficient resource use.