Memory hierarchy is a structured arrangement of storage systems that optimizes performance by balancing speed, cost, and capacity, leveraging the principle of locality. It enables efficient data access by organizing memory into levels, from fastest and smallest to slowest and largest, thereby minimizing latency and maximizing throughput.